Source: https://patents.google.com/patent/CA2298919C/en
Timestamp: 2018-11-14 04:00:05
Document Index: 766160890

Matched Legal Cases: ['Application No.\n30', 'art 23', 'art 21', 'art 21', 'art 21', 'art 21', 'art 23', 'art 23', 'art 23', 'art 21', 'art 21', 'art 123', 'art 21']

CA2298919C - Interleaving and turbo encoding using prime number permutations - Google Patents
CA2298919C
CA2298919C CA 2298919 CA2298919A CA2298919C CA 2298919 C CA2298919 C CA 2298919C CA 2298919 CA2298919 CA 2298919 CA 2298919 A CA2298919 A CA 2298919A CA 2298919 C CA2298919 C CA 2298919C
CA 2298919
CA2298919A1 (en )
1. Field of the Invention The present invention generally relates to the turbo encoding technique that effectively copes with a burst error. More particularly, the present invention is concerned with an interleaving method, an interleaving apparatus, a turbo encoding method, and a turbo encoder in which pruning is not performed at all or only a small number of bits is pruned away, so that computational complexity can be reduced.
2. Description of the Related Art Recently, a turbo encoder has been proposed which utilizes a code having high capability in error correction. Such a turbo encoder is made up of a plurality of encoders, which are coupled together via an interleaves (which is means for performing interleaving processing) in order to reduce the correlation between redundant sequences associated with the respective encoders. The interleaves is a key element which determines the performance of turbo encoding.
Figs. lA and 1B show an example of the turbo encoder. As shown in Fig. lA, the turbo encoder includes recursive systematic convolutional encoders 12 (RSC1) and 13 (RSC2), and an interleaver 11. As shown in Fig. 1B, each of the~encoders 12 and 13 is made up of adders 14 and 15 and delay elements (D) 16 and 17 connected as shown therein. The turbo encoder receives an input data sequence d (K bits) and outputs encoded data sequences X1 - X3. In order to reduce the correlation between the redundant bits X1 and X2, the interleaver 11 is provided at the input side of the encoder (RSC2) 13. As shown in Fig. 1C, a turbo decoder is made up to two decoders 1 and 2, two interleavers 3 and 4, and a deinterleaver 5.
In digital systems, permutation in interleaving is performed on a given unit basis of bit or symbol. The permutation is implemented by using a buffer or a pattern for permutation. When the buffer is used, data is written therein and is then read therefrom in a different sequence.
When the pattern for permutation is used, data is permuted by referring to the pattern, which describes information concerning a permutation based on interleaving. The pattern described will be referred to as an interleave pattern.
In Fig. 2, a 16-bit sequence 67 is interleaved on the bit 25 unit basis by referring to an interleave pattern table 68, which defines a sequence of interleaving. More particularly, the zeroth to 15th bits of the sequence 67 is written into a two-dimensional buffer by the interleave pattern table 68, and is then read therefrom in the order of 0, 8, 4, 12, ..., as indicated by an arrow in Fig. 2.
Thus, a bit sequence after interleaving is obtained as shown in Fig. 2.
(2) producing the interleaved sequence with a small number of parameters; and (3) reducing computational complexity in creating the interleave pattern.
As to the first capability, if the parameters are merely prepared for all of the different frame lengths, 10 a huge number of parameters will be prepared, and a huge memory capacity will be required to store the parameters.
Thus, the above is impractical. There is another disadvantage that it takes a long time to compute respective optimal parameters for each of the different frame lengths.
The above problems may be solved by designing interleavers with a small number of parameters. This is related to the second capability. Interleavers equal in number to a power of 2 are prepared and pruning of data is 20 performed. However, pruning of data requires an increased number of parameters for optimization, and the interleavers may not have good performance with respect to all of the frame lengths. That is, the interleavers have good performance for some frame lengths but do not operate well for other frame lengths.
Reduction in the amount of data to be pruned away is also related to the third capability. In this regard, the present inventors have proposed an improvement in pruning and performance (International Application No.
30 PCT/JP98/05027). However, even the proposed improvement has high computational complexity in producing the interleave patterns.
In one aspect, the present invention provides an improved interleaving technique having the above-mentioned three capabilities.
In another aspect, the present invention provides an interleaving method, an interleaving apparatus, a turbo encoding method and a turbo encoder capable of efficiently achieving randomization of input sequences of a variety of frame lengths with reduced computational complexity.
The present invention also provides an interleaving method comprising the steps of: receiving a data sequence having a plurality of blocks each having a length based on a prime number P; generating sequence permutation data by performing a given operation on elements of a Galois field of a characteristic P and permuting results of the given operation, so that sequence permutation data are generated; and permuting a sequence of data of the data sequence in accordance with the sequence permutation data.
According to another aspect of the invention, there is provided an interleaving method which interleaves digital data having K bits by using an interleaver having a buffer arranged in a two-dimensional matrix, comprising the steps of: generating a prime number P based on the number K
of bits of the data and a number N of rows of the interleaver so that a number of columns of the interleaver is determined by the primer number P; permuting the data in each of the rows of the interleaver in accordance with a sequence permutation table which is generated peculiarly to each of said rows based on a primitive root of said prime number P; permuting the order of said rows based on a predetermined inter-permutation pattern; and reading out the data from the buffer of said matrix.
The invention provides, in a further aspect, an interleaving method comprising the steps of: (a) generating a prime number P; (b) dividing an input sequence into N blocks B1, Bz, ..., BN each having a length equal to P where N is an integer equal to or greater than 2; (c) generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) generating (N - 1) integers pl, pz, .... prr-1 which are mutually prime with respect to (P - 1); (e) generating second through Nth sequence permutation data by repeating, i times (i - 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN
The invention also provides an interleaving method comprising the steps of: (a) generating a prime number P;
each having a length equal to P where N is an integer equal to or greater than 2; (c) generating zeroth sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) generating N integers pl, pz, ..., pN which are mutually prime with respect to a primitive root used in the power notation; (e) generating first through Nth sequence permutation data by repeating, i times (i - 1 - N), a process for generating ith sequence permutation data which is a sequence of values of exponent parts in power notation of elements obtained by adding qi to data of the zeroth sequence permutation data; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN in a given order.
There is also provided an interleaving method comprising the steps of: (a) generating a prime number P;
each having a length equal to (P - 1) where N is an integer equal to or greater than 2; (c) generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) generating (N - 1) integers pl, p2, . . . , pN_1 which are mutually prime with respect to (P - 1); (e) generating second through Nth sequence permutation data by repeating, i times (i - 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN in a given order, according to another aspect of the invention.
In accordance with a still further aspect of the invention, there is provided an interleaving method comprising the steps of: (a) generating a prime number P;
each having a length equal to (P + 1) where N is an integer equal to or greater than 2; (c) generating first sequence permutation data in which elements of a Galois field of a 5a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) generating (N - 1) integers pl, pz, . - - , prr-1 which are mutually prime with respect to (P - 1); (e) generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN in a given order.
According to another aspect of the invention, there is provided an interleaving apparatus which interleaves digital data having K bits by using a buffer arranged in a two-dimensional matrix, comprising: means for generating a prime number P based on the number K of bits of the data and a number N of rows of the interleaver so that a number of columns of the interleaver is determined by the primer number P; means for permuting the data in each of the rows of the interleaver in accordance with a sequence permutation table, which is generated peculiarly to each of said rows based on a primitive root of the prime number P;
means for permuting the order of said rows based on a predetermined inter-permutation pattern; and means for reading out the data from the buffer of said matrix.
The invention provides, in a further aspect, an interleaving apparatus comprising: first means for generating a prime number P; second means for dividing an input sequence into N blocks B1, Bz, ..., BN each having a length equal to P where N is an integer equal to or greater than 2; third means for generating first sequence permutation data in which elements of a Galois field of a 5b characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; fourth means for generating (N - 1) integers pl, pz, . . . , pN_1 which are mutually prime with respect to (P - 1); fifth means for generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pl; sixth means for permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - BN in a given order.
The invention also provides an interleaving apparatus comprising: first means for generating a prime number P; second means for dividing an input sequence into N blocks B1, Bz, . . . , BN each having a length equal to P where N is an integer equal to or greater than 2; third means for generating zeroth sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; fourth means for generating N
integers pl, pz, ..-, pN which are mutually prime with respect to a primitive root used in the power notation;
fifth means for generating first through Nth sequence permutation data by repeating, i times (i = 1 - N), a process for generating ith sequence permutation data which is a sequence of values of exponent parts in power notation of elements obtained by adding qi to data of the zeroth sequence permutation data; sixth means for permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - BN in a given order.
5c There is also provided an interleaving apparatus comprising: first means for generating a prime number P;
second means for dividing an input sequence into N blocks B1, B2, ..., BN each having a length equal to (P - 1) where N
is an integer equal to or greater than 2; third means for generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; fourth means for generating (N - 1) integers pl, p2, ..., pN_1 which are mutually prime with respect to (P - 1); fifth means for generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; sixth means for permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - BN in a given order, according to another aspect of the invention.
In accordance with a still further aspect of the invention, there is provided a turbo encoding method in which an interleaving method is employed in a turbo encoder to interleave digital data having K bits by using an interleaver having a buffer arranged in a two-dimensional matrix, the interleaving method comprising the steps of:
generating a prime number P based on the number K of bits of the data and a number N of rows of the interleaver so that a number of columns of the interleaver is determined by the primer number P; permuting the data in each of the rows of the interleaver in accordance with a sequence permutation table which is generated peculiarly to each of said rows based on a primitive root of said prime number P; permuting the order of said rows based on a predetermined 5d inter-permutation pattern; and reading out the data from the buffer in a column direction of said matrix.
According to another aspect of the invention, there is provided a turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method comprising the steps of: (a) generating a prime number P; (b) dividing an input sequence into N blocks B1, B2, . . . , BN each having a length equal to P where N is an integer equal to or greater than 2; (c) generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) generating (N - 1) integers pl, p2, . . . , pN-1 which are mutually prime with respect to (P - 1); (e) generating second through Nth sequence permutation data by repeating, i times (i - 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN
The invention provides, in a further aspect, a turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method comprising the steps of: (a) generating a prime number P;
each having a length equal to P where N is an integer equal to or greater than 2; (c) generating zeroth sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) 5e generating N integers pl, pz, ..., pN which are mutually prime with respect to a primitive root used in the power notation; (e) generating first through Nth sequence permutation data by repeating, i times (i = 1 - N), a process for generating ith sequence permutation data which is a sequence of values of exponent parts in power notation of elements obtained by adding qi to data of the zeroth sequence permutation data; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN in a given order.
The invention also provides a turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method comprising the steps of: (a) generating a prime number P; (b) dividing an input sequence into N blocks B1, Bz, .-., BN each having a length equal to (P - 1) where N is an integer equal to or greater than 2; (c) generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) generating (N - 1) integers pl, pz, ..., pN_1 which are mutually prime with respect to (P - 1); (e) generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN in a given order.
There is also provided a turbo encoding method comprising, as an interleaving method employed in a turbo 5f encoder, the interleaving method comprising the steps of:
(a) generating a prime number P; (b) dividing an input sequence into N blocks B1, Bz, ..., BN each having a length equal to (P + 1) where N is an integer equal to or greater than 2; (c) generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; (d) generating (N - 1) integers P1. pz, .~., pN-1 which are mutually prime with respect to (P - 1); (e) generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; (f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN in a given order, according to another aspect of the invention.
In accordance with a still further aspect of the invention, there is provided a turbo encoder comprising: a plurality of encoders; and an interleaving apparatus interleaving digital data having K bits by using a buffer arranged in a two-dimensional matrix, said interleaving apparatus comprising: means for generating a prime number P
based on the number K of bits of the data and a number N of rows of the interleaver so that a number of columns of the interleaver is determined by the primer number P; means for permuting the data in each of the rows of the interleaver in accordance with a sequence permutation table, which is generated peculiarly to each of said rows based on a primitive root of the prime number P; means for permuting the order of said rows based on a predetermined 5g inter-permutation pattern; and means for reading out the data from the buffer of said matrix.
According to another aspect of the invention, there is provided a turbo encoder including a plurality of encoders and an interleaving apparatus, the interleaving apparatus comprising: first means for generating a prime number P; second means for dividing an input sequence into N blocks B1, B2, . . . , BN each having a length equal to P where N is an integer equal to or greater than 2; third means for generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; fourth means for generating (N - 1.) integers pl, pz, . . . , pN_1 which are mutually prime with respect to (P - 1); fifth means for generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; sixth means for permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - BN in a given order .
The invention provides, in a further aspect, a turbo encoder including a plurality of encoders and an interleaving apparatus, the interleaving apparatus comprising: first means for generating a prime number P;
second means for dividing an input sequence into N blocks B1, Bz, ..., BN each having a length equal to P where N is an integer equal to or greater than 2; third means for generating zeroth sequence permutation data in which elements of a Galois field of a characteristic P are 5h arranged in an order of values of exponent parts of a power notation of the elements; fourth means for generating N
integers pl, pz, ..., pN which are mutually prime with respect to a primitive root used in the power notation;
fifth means for generating first through Nth sequence permutation data by repeating, i times (i - 1 - N), a process for generating ith sequence permutation data which is a sequence of values of exponent parts in power notation of elements obtained by adding qi to data of the zeroth sequence permutation data; sixth means for permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - BN in a given order.
The invention also provides a turbo encoder including a plurality of encoders and an interleaving apparatus, the interleaving apparatus comprising: first means for generating a prime number P; second means for dividing an input sequence into N blocks B1, B2, ..., BN each having a length equal to P where N is an integer equal to or greater than 2; third means for generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements; fourth means for generating (N - 1) integers pl, p2, . . . , prr-1 which are mutually prime with respect to (P - 1); fifth means for generating second through Nth sequence permutation data by repeating, i times (i - 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi; sixth means for permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - BN in a given order.
5i In a further aspect the present invention provides a turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method as described above.
The present invention also provides, in another aspect, a turbo encoder comprising: a plurality of encoders; and the interleaving apparatus as described above.
Figs. lA and 1B are block diagrams of a conventional turbo encoder;
Fig. 5 is a diagram illustrating a first possible configuration of an interleaves shown in Fig. 3;
Fig. 6 shows prime numbers less than 150 and associated primitive roots;
Fig. 8 is a diagram illustrating a second possible configuration of the interleaves shown in Fig. 3;
Fig. 9 is a diagram illustrating a third possible configuration of the interleaves shown in Fig. 3;
Fig. 10 is a flowchart of the turbo encoder according to an embodiment of the present invention;
Fig. 13 is a diagram illustrating a fourth possible configuration of the interleaver shown in Fig. 3;
and Figs. 14A, 14B and 14C respectively show examples of sequence permutation tables used in the fourth embodiment of the present invention.
Fig. 3 is a block diagram of a turbo encoder according to the first embodiment of the present invention.
In Fig. -3, parts that are the same as those shown in the previously described figures are given the same reference numbers.
The turbo encoder shown in Fig. 3 differs from that shown in Fig. lA in the following:
(b) an interleaver of a new configuration is used; and (c) a puncture processing part 23 is newly added.
Bit Addition Process As preprocessing of interleaving, the bit addition process part 21 adjusts the input sequence so that it has a suitable number of bits for interleaving (steps 101 - 103 shown in Fig. 10).
The bit addition process can be implemented by various types of conventional error correction coding. In this case, the bit addition process part 21 is a CRC
encoder. Of the various types of conventional error 10 correction coding, it is preferable to use a type of bit repetition in which bits are periodically repeated because it is flexible and is easily implemented.
A detailed description will be given of the bit repetition in a case where the number of bits input to the turbo encoder is NIN (which corresponds to K in Fig. 3).
The bit repetition includes the following four steps (1) -(4).
At step (1), N~, is divided by 8, and the resultant value n is obtained. The reason why NIN is 20 divided by 8 will be described later. At step (2), the prime number P that is greater than n and closest to n is obtained. At step (3), the difference between 8 times of P and NIN is calculated, and the resultant value is denoted as a: At step (4), a bits (dummy bits) are added to NIN
At step (1), n = 650/8 = 81.25. At step (2), the prime number that is greater than 81.25 (= n) and closest thereto is 83 from a table shown in Fig. 4. That is, P =
30 83. At step (3), 83*8 = 664, and thus a = 14. That is, the number of dummy bits to be added to NIN is 14. At step (4), 14 dummy bits are added to the input sequence of 650 (=NIN) bits. For example, the 14 dummy bits are added to the end of the 650-bit input sequence.
The number (NIN + a) of bits thus obtained, that is, the number (K + a) of bits in Fig. 3 is divided by 8 without exception, and the quotient is always the prime number. The reason why 8 is used is that the number of rows of a two-dimensional array handled at a first stage of interleaving performed in the interleaves 22 is equal to 8, as will be described in detail later. It is possible to employ an arbitrary number such as 10 or 20 when the two-dimensional array used in the interleaves 22 has 10 or 20 rows. In such a case, 10 or 20 is used at the aforementioned steps (1) - (3).
Interleaves 22 The interleaves 22 has, for example, one of three different configurations described below.
(First configuration) 30 Fig. 5 shows the first configuration of the interleaves 22. The interleaves 22 having the first configuration includes the first, second and third stages 41, 42 and 43. The first stage 41 corresponds to step 104 shown in Fig. 10. The second stage 42 corresponds to steps 105 - 108 shown in Fig. 10. The third stage 43 corresponds to step 109 shown in Fig. 10.
5 An input sequence 40 (that is the output of the bit addition process part 21 and consists of, for example 664 bits) is divided into N. In Fig. 5, the 664-bit input sequence 40 is divided into eight blocks B1 - B8, which are then written into a two-dimensional array (buffer), which 10 consists of 8 rows and 83 columns. It will be noted that the 664-bit input sequence 40 includes 650 information bits and 14 dummy bits. The input sequence 40 of 664 bits can be divided by 8 and the quotient thereof is the prime number 83. Thus, the number of rows of the two-15 dimensional buffer is 8, and the number of columns thereof is the prime number 83.
An intra-permutation is performed, as will be described later. In the intra-permutation, the sequence 20 of the bits arranged in each row is permuted.
An inter-permutation is performed in which the order of the rows arranged in the two-dimensional buffer is permuted. The inter-permutation uses, for example, a 25 inter permutation pattern obtained by learning (directed to lengthening the free distance). One row is the unit of the inter-permutation.
After the first through third stages are performed, data is read from the two-dimensional buffer in 30 the longitudinal direction (column direction) at step 110 shown in Fig. 10, whereby an interleaved coded sequence 44 can be obtained.
The intra-permutation at the second stage 42 uses a table created by the following steps S1 - S7 as an address table, and processes input data written into the two-dimensional buffer by referring to the address table.
Step S1 is to obtain the primitive root g° of the Galois field of the characteristic P (which corresponds to the number of columns and is equal to 83 in the case shown in Fig. 5) at step 105 shown in Fig. 10, and to create a table t0 described in the order of exponential (power) notation of the primitive root in which the elements of the Galois field are expressed by anti-logarithms, which are arranged in the order of exponential notation. The primitive root go of the Galois field of the characteristic P can be chosen from the table shown in Fig. 6. In other words, step S1 is to compute a mapping sequence c(i) for intra-row permutation defined below:
c(i) _ (gol) (mode) where i = 0, 1, 2, ..., (P-2), and c(P-1) = 0.
In the case of P = 83, the primitive root go (which corresponds to q in Fig. 6) of 83 is 2, and the elements of the associated Galois field are 0, 1, 2, ..., 82. Thus, c(0), c(1), c(2), ..., c(82) are as follows:
c(0), c(1), c(2), ..., c(82) 30 - 2°(mod83) , 21(mod83) , 22(mod83) , . . . , 28z(mod83) - 1, 2, 4, 8, 16, 32, 64, 45, 7, 14, .. , 42, 0 The table t0 can be formed from the above one-dimensional sequence, as shown in Fig. 7B, in which the combination of the numerals arranged in the transverse-axis and longitudinal-axis directions of the table t0 describes the exponent. For example, the combination of numerals of 1 and 6 respectively in the transverse- and longitudinal-axis directions indicates an exponent of 16.
It can be seen from the table t0 that the results of, for example, 2z(mod83) and 216(mod83) are respectively 4 and 49.
The table t0 is defined as a sequence permutation table for the first row of the two-dimensional buffer. Step S2 corresponds to a case when a parameter I
indicative of the row number is set equal to 1 at step 106 shown in Fig. 10. That is, the numbers defined in the sequence permutation table t0 indicate the bit allocations after permutation. As shown in Fig. 7B, the sequence permutation table t0 includes the one-dimensional sequence (pattern) starting from the left uppermost position thereof Table t0: 1, 2, 4, 8, 16, ..., 42, 0 ...(1) For example, let us assume that the input data 25 mapped into the first row of the two-dimensional buffer is as follows:
A0, A1, A2, A3, ..., A82 ...(2) The bits in the first row of the two-dimensional buffer are permuted by referring to the sequence permutation table t0. For example, bits AO and A1 which correspond to "1" and "2" in the sequence permutation table t0 are placed in the original positions even after permutation.
Bit A2 which corresponds to "4" in the table t0 is permuted so as to be located in the fourth position after permutation. Similarly, bit A3 which corresponds to "8"
in the table t0 is permuted so as to be located in the eighth position after permutation. Bit A82 which corresponds to the last number "0" in the table t0 is placed in the original position. The above permutation is performed at step 107 shown in Fig. 10.
A0, A1, A72, A2, A27, A76, A8, ..., A82 ...(3) Sten S3:
Step S3 is to obtain (N - 1) numbers (integers) which have the mutually prime relationship with respect to (P - 1) where N is an integer greater than 2 and denotes the number of rows. In the example being considered, P =
83 and N = 8. Thus, 7 (= 8 - 1) integers which are numbers pl, p2, p3, p4, p5, p6 and p7 that have the mutually prime relationship with respect to 82 (= P - 1 =
83 - 1) are obtained. The 7 integers pl, p2, p3, p4, p5, p6 and p7 are respectively 3, 5, 7, 11, 13, 17 and 19 (1 and 2 are excluded).
At step 108 of Fig. 10, it is determined whether I is smaller than N (the number of rows). If the answer of step 108 is YES, the process returns to step 107. In the example being considered, I is incremented by 1 and is then equal to 2. Then, a sequence permutation table for permutation of data in the second row is created as follows. Data is cyclically read from the sequence permutation table t0 one by one at intervals of pl, and a sequence thus obtained is denoted as tl. For example, when data is circularly read from the sequence permutation table t0 at intervals of 3, the sequence tl is obtained:
tl: 1, 16, 7, 29, 49, ... ...(4) The sequence t1 thus obtained is formed into sequence permutation table tl.
10 The above process is also performed by computing the following (mathematically equivalent thereto):
c(i) _ (911) (mod83) 15 where gl is the primitive root obtained from gl =
The table tl obtained at step S4 is defined as a sequence permutation table which is referred to when the 20 order of data arranged in the second row of the two-dimensional buffer is permuted.
Steps 4 and 5 are repeated by using p2, p3, p4, p5, p6 and p7, so that sequences t2 - t7 can be obtained.
25 The sequences t2 - t7 are formed into tables t2 - t7, which are defined as sequence permutation tables referred to at the time of permutation of the third to eighth rows of the two-dimensional buffer. That is, steps 106 - 108 shown in Fig. 10 can be described as follows.
30 First, prime numbers li which satisfy the following are obtained where i = 2 - r, and r is the number of rows of the two-dimensional array:
(i) (83-1, li) = 1 (82 and li are mutually prime); and (ii) li > 6.
5 For r = 8, the prime numbers 12 - 18 are those to be obtained, and are respectively 7, 11, 13, 17, 19, 23 and 19 from the table shown in Fig. 6. Then, the pieces of data in the table t0 are cyclically read one by one at intervals of li, so that the sequence permutation tables 10 t2 - t7 can be created. In this case, the number "0"
located at the end of the table t0 is excluded in the read operation.
The data arranged in the first through eighth 15 rows of the two-dimensional buffer in which the blocks B1 - Be are written are permuted in accordance with the sequence permutation tables t0 - t7. More particularly, the sequence of the data of the block B1 is permuted in accordance with the sequence permutation table t0.
20 Similarly, the sequence of the data of the block BZ is permuted in accordance with the sequence permutation table tl. The same process is carried out for each of the blocks BZ - B,. Finally, the sequence of the data of the block Be is permuted in accordance with the sequence 25 permutation table t8.
As described above, the sequence permutation tables t0 - t7 are created, and then the permutation process for the blocks B1 - Be is performed. Alternatively, as shown in Fig. 10, the creation of the sequence 30 permutation table and the permutation process are successively carried out for every block.
(Second configuration of the interleaves 22) A description will now be given of the second configuration of the interleaves 22, which is the same as that above except for the second stage. The permutation process of the second stage is implemented by referring to tables created by steps S11 - S15 described below.
Step S11 is the same as the aforementioned step S1. That is, step S11 is to obtain the primitive root go of the Galois field of the characteristic P and to create a table TO described in the order of exponential notation of the primitive root in which the elements of the Galois 15 field are expressed by anti-logarithms, which are arranged in the order of exponential notation. It will be noted that table TO is the same as table t0 shown in Fig. 7B.
Step S12 is to obtain eight integers which have the mutually prime relationship with respect to the primitive root go and are equal in number to the rows of the two-dimensional buffer. Let the eight numbers be denoted as ql, q2, q3, q4, q5, q6, q7 and q8. When the prime number P is equal to 83, for example, the primitive root is equal to 2 and the eight integers which are prime numbers are obtained as follows:
3, 5, 7, 11, 13, 17, 19 and 21 (except for 1 and 2).
30 The prime number ql is added (mode) to each of the items of data of the table TO obtained at step 512.
T0: 1, 2, 4, 8, 16, ..., 42, 0, ...(5) the resultant sequence for ql = 3 is as follows:
Similarly, step S13 is repeated using q2, q3, q4, q5, q6, q7 and q8, so that sequence permutation tables T2 - T8 respectively used for permutation of the second 20 through eight rows of the two-dimensional buffer can be obtained.
The intra-permutation of the blocks B1 - B8 is performed in accordance with the sequence permutation tables T1 - T8.
It is possible to prepare and record the sequence permutation tables T1 - T8 beforehand in a memory.
(Third configuration) A description will be given, with reference to 30 Fig. 9, of the third configuration of the interleaver 22.
Referring to Fig. 9, an input sequence 80 consisting of 1140 bits is written into an interleaver 600 having a two-dimensional buffer of a 72 x 16 array. Then, each row of the 72 x 16 interleaves 600 is read for every 16 bits. The first row of the interleaves 600 is interleaved by using a 4 x 4 interleaves 610, and the second row thereof is interleaved by using a 6 x 3 5 interleaves 620. Similarly, the third row of the interleaves 600 is interleaved by an 8 x 2 interleaves 630.
That is, the respective rows are interleaved by the different interleavers. Alternatively, an identical interleaves may be used to interleave each of the rows of 10 the two-dimensional array. It is also possible to use an identical interleaves for some rows of the two-dimensional array.
Then, the data thus interleaved are read in the longitudinal direction (0, 16, 32, 48, ...), so that an 15 output data sequence 90 can be obtained.
Since the last row of the buffer consists of only four bits, a 4 x 1 interleaves is applied thereto.
However, the 4 x 4 or 2 x 2 interleaves may be used for the last row. The data of the last row can be read 20 therefrom in the order of 1136, 1137, 1138 and 1139.
However, in Fig. 9, the data of the last row are read in the reverse order, namely, 1139, 1138, 1137 and 1136.
It is also possible to read data from the 72 x 16 interleaves except for the last row and to thereafter 25 read the data of the last row and place them at given intervals.
The interleaves 22 can be formed of any of the first through third configurations. After the interleaved data is produced by the interleaves 22, step 110 of Fig.
30 10, that is, the third state 43 shown in Figs. 5 and 8 is carried out.
In the first and second configurations of the interleaves 22, the process at step 110 shown in Fig. 10 can be modified so as to prevent occurrence of a pattern which causes an error floor of the turbo codes.
Fig. 11 is a graph showing an error floor. The error floor denotes a phenomenon in which the bit error rate (BER) is not improved as much as the S/N ratio is improved. In the graph of Fig. 11, the error floor starts to occur when the bit error rate is equal to 10-' to 10-e, and is not much improved even when the bit error rate is further improved.
10 With the above phenomenon in mind, it is preferable to read the data from the two-dimensional array (buffer) in a fixed order but any of a plurality of predetermined orders. That is, it is preferable to determine the order of reading the data from the two-dimensional buffer after the intra-permutation on the basis of the value of the error floor. Thus, it is possible to suppress the occurrence of the error floor in the turbo codes. If the input sequence is divided into 10 blocks B1 - Blo , the data is read from the blocks Blo , B9 , Be , 2 0 B, , B6 , Bs , B4 ~ B3 , Bz and Bl in this order . I f the input sequence is divided into 20 blocks B1 - Bzo, the data is read from the blOCkS B19 , B9 , B14 , B4 , Bo , BZ , Bs , B., , Bi2 , Bie Bis , Bis , Bl , Bis , B3 , Bi , Bs , Bii , B8 and Bio in this Order .
It is also possible to read the data from Bl9 , B9 , B14 , B4 , 2 5 Bo , Bz , Bs , B~ , Bl2 , Ble , Blo , Be , Bis ~ Bm ~ Bs ~ Bi ~ Bis ~ Bs ~
Bis and Bll .
One of the predetermined orders of reading the data is selected so that the occurrence of the error floor can be suppressed. As described above, when the input 30 sequence is divided into 10 blocks, data written into the two-dimensional buffer is read therefrom in the reverse direction. This is simple and is implemented easily.
(Puncture process) The conventional turbo encoder shown in Fig. lA
T1 + T2)-bit encoded output where T1 is the number of tail bits output from RSC1, and T2 is the number of tail bits output from RSC2.
3, the bit addition process part 21 adds the a dummy bits to the N bits of the input sequence, so that the (N + a) bits are applied to the interleaves 22, RSC1 and RSC2.
10 That is, 3a bits are auxiliary bits in total. In order to delete the 3a auxiliary bits, the puncturing process part 23 performs a puncturing process for the 3a auxiliary bits.
A method of periodically deleting the redundant bits is generally used for the puncturing process suitable for the 15 turbo codes. The above method can be applied to the puncturing process part 23. Thus, the output of the puncturing process part 23 receives (3K + 3a + Tl + T2) bits and outputs (3K + T1 and T2) to the next stage.
Second Embodiment 20 Fig. 12 is a block diagram of a turbo encoder according to a second embodiment of the present invention.
3 are given the same reference numbers. The turbo encoder shown in Fig. 12 has the bit addition process part 21 that 25 is placed at the input side of only the interleaves 22.
That is, the encoded sequence X1 is the same as the input data sequence from an information source. Further, the RSC1 processes the input data sequence from the information source as per se. In order to delete the 30 dummy bits added to the input data sequence by the bit addition process part 21, a pruning process part 123 is provided between the interleaves 22 a.nd the RSC 2. The interleaves 22 has one of the aforementioned first through third configurations. Now, a fourth configuration of the interleaves 22 will be described.
The fourth configuration of the interleaves 22 can be obtained by slightly modifying the first or second configuration. Such a modification is an improvement in obtaining the prime number, namely, the number of columns of the two-dimensional array. This will be described in detail below.
The bit addition process part 21 operates as follows. At step (1), NIN is divided by 8, and the resultant value n is obtained. At step (2), the prime number P that is greater than n and closest to n is obtained. Further, (P - 1) and (P + 1) are prepared.
Then, one of the numbers P, (P - 1) and (P + 1) that is 15 equal to or greater than n and is closest to n is chosen.
At step (3), the difference between 8 times of P and NON is calculated, and the resultant value is denoted as a. At step (4), 4 bits (dummy bits) are added to NIN bits of the input sequence.
At step (1), n = 660/8 = 82.25 (the quotient is 82, and the remainder is 4). At step (2), the prime number P that is greater than 82.25 (= n) and closest thereto is 83 from the table shown in Fig. 4. Further, (P - 1) - 82, and (P
25 + 1) - 84. Since the number 83 is greater than 82.25 and is closed thereto, the number 83 is chosen. At step (3), 83*8 = 664, and thus a = 4. That is, the number of dummy bits to be added to NIN is 4. At step (4), 4 dummy bits are added to the input sequence of 660 (=NIN) bits. For 30 example, the 4 dummy bits are added to the end of the 660-bit input sequence.
The number (NIN + a) of bits thus obtained, that is, the number of (K + a) bits in Fig. 3 is divided by 8 without exception, and the quotient is always any of the prime number P, (P - 1) and (P + 1).
If the prime number P is chosen at step (2), the sequence permutation tables can be created by the manner that has been described with reference to Fig. 5. However, if (P - 1) or (P + 1) is chosen, for example, if 82 or 84 is chosen, the two-dimensional array has 82 or 84 columns, and thus the sequence permutation tables associated with P
- 83 are not used. The sequence permutation tables 10 suitable for 82 or 84 columns can be created by modifying the aforementioned sequence permutation table t0 for 83 columns, as described below.
Fig. 14A shows the sequence permutation table t0 for the first row of the two-dimensional array having 83 15 columns, which is the same as that shown in Fig. 7B. The sequence permutation table for the first row of the array having 82 columns (let t0_1 be that table) is obtained by deleting "0" located at the end of the sequence of the table t0 for 83 columns. That is, the one-dimensional 20 sequence t0_1 for 82 columns is as follows:
The table t0_1 ranges from element 1 to element 25 82, and 1 is subtracted from each of all the elements.
The resultant table ranges from element 0 to element 81, and is used as the sequence permutation table t0_1 for the first row for 82 columns.
The sequence permutation table for the first row 30 of the array having 84 columns (let t0+1 be that table) is obtained by adding the prime number P to the position next "0" located at the end of the sequence for 83 columns.
That is, the one-dimensional sequence t0,1 for 84 columns is as follows;
5 By executing steps 106 - 108 shown in Fig. 10, sequence permutation tables tl - t7, tl_1 - t7_1, and tl,~ -t7+1 for the second through eight rows of the arrays having 83, 82 and 84 columns can be created, respectively. It is possible to create and record the above tables beforehand.
10 The use of (P - 1) and (P + 1) makes it possible to decrease the difference between the number of the input data sequence and the number of bits (equal to the number of columns) processed by the interleaves 22 and to reduce the number of bits to be deleted by the pruning process.
15 The process of the fourth configuration of the interleaves 22 shown in Fig. 12 can be applied to the interleaves 22 shown in Fig. 3.
Another modification can be made. In the first and second embodiments of the present invention, the input 20 data sequence is divided into the fixed number of blocks.
This can be modified so that k different numbers of blocks for division can be used where k is an integer equal to or greater than 2. Thus, k interleavers are created, and one of them which brings the best performance is chosen and 25 used.
Let us consider a case where k = 10 and 20 and the input data sequence applied to the interleaves 22 consists of 640 bits. For k = 10, the 640-bit input data sequence is divided into 10 blocks, and the sequence 30 permutation tables for the 10 blocks are labeled #1. For k = 20, the 640-bit input data sequence is divided into 20 32-bit blocks, and the sequence permutation tables for the 20 blocks are labeled #2. Then, one of the sets #1 and #2 of interleavers which provides the better bit error rate and/or the frame error rate is selected. The input data sequences consisting of different numbers of bits should be divided into different numbers of blocks in terms of 5 the bit/frame error rate. That is, the number of blocks is adaptively changed taking into consideration the number of bits forming the input data sequence. Thus, it is possible to improve the performance of the turbo encoder.
1. An interleaving method which interleaves digital data having K bits by using an interleaver having a buffer arranged in a two-dimensional matrix, comprising the steps of:
generating a prime number P based on. the number K of bits of the data and a number N of rows of the interleaver so that a number of columns of the interleaver is determined by the prime number P;
permuting the data in each of the rows of the interleaver in accordance with a sequence permutation table which is generated peculiarly to each of said rows based on a primitive root of said prime number P;
permuting an order of said rows based on a predetermined inter-permutation pattern; and reading out the data from the buffer of said matrix.
(b) dividing an input sequence into N blocks B1, B2, ..., BN each having a length equal to P where N is an integer equal to or greater than 2;
(c) generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements;
(d) generating (N - 1) integers p1, p2, ..., PN-1 which are mutually prime with respect to (P - 1);
(e) generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi;
(f) permuting data in the blocks B1 - BN in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - BN in a given order.
3. The interleaving method as claimed in claim 2, wherein the given order of the step (g) is based on a value of an error floor in turbo codes.
4. The interleaving method as claimed in claim 2, wherein: there are provided k numbers of N where k is an integer equal to or greater than 2; the steps (c) through (e) generate K sets of first through Nth sequence permutation data; and the step (f) selects one of the K sets of first through Nth sequence permutation data, a selected set of first through Nth sequence permutation data being related to one of the k numbers of N which provides best performance.
(c) generating wroth sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements;
(d) generating N integers p1, p2, ..., pN which are mutually prime with respect to a primitive root used in the power notation;
(e) generating first through Nth sequence permutation data by repeating, i times (i = 1 - N), a process for generating ith sequence permutation data which is a sequence of values of exponent parts in power notation of elements obtained by adding q i to data of the zeroth sequence permutation data;
6. The interleaving method as claimed in claim 5, wherein the given order of the step (g) is based on a value of an error floor in turbo codes.
7. The interleaving method as claimed in claim 5, wherein: there are provided k numbers of N where k is an integer equal to or greater than 2; the steps (c) through (e) generate K sets of first through Nth sequence permutation data; and the step (f) selects one of the K sets of first through Nth sequence permutation data, a selected set of first through Nth sequence permutation data being related to one of the k numbers of N which provides best performance.
(b) dividing an input sequence into N blocks B1, B2, ..., BN each having a length equal to (P - 1) where N is an integer equal to or greater than 2;
(e) generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of p1;
(f) permuting data in the blocks B1 - B N in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B 1 - B N in a given order.
9. The interleaving method as claimed in claim 8, wherein the given order of the step (g) is based on a value of an error floor in turbo codes.
there are provided k numbers of N where k is an integer equal to or greater than 2; the steps (c) through (e) generate K sets of first through Nth sequence permutation data; and the step (f) selects one of the K sets of first through Nth sequence permutation data, a selected set of first through Nth sequence permutation data being related to one of the k numbers of N which provides best performance.
(b) dividing an input sequence into N blocks B1, B2, ..., B N each having a length equal to (P + 1 ) where N is an integer equal to or greater than 2;
12. The interleaving method as claimed in claim 11, wherein the given order of the step (g) is based on a value of an error floor in turbo codes.
14. An interleaving apparatus which interleaves digital data having K bits by using' a buffer arranged in a two-dimensional matrix, comprising:
of bits of the data and a number N of rows of the interleaver so that a number of columns of the interleaver is determined by the prime number P;
means for permuting the data in each of the rows of the interleaver in accordance with a sequence permutation table, which is generated peculiarly to each of said rows based on s primitive root of the prime number P;
means for permuting an order of said rows based on a predetermined inter-permutation pattern; and means for reading out the data from the buffer of said matrix.
second means for dividing an input sequence into N blocks B1, B2, ..., B N each having a length equal to P where N is an integer equal to or greater than 2;
third means for generating first sequence permutation data in which' elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements;
fifth means for generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of p i;
sixth means for permuting data in the blocks B1 - B N in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - B N
16. The interleaving apparatus as claimed in claim 15, wherein the given order of the seventh means is based on a value of an error floor in turbo codes.
there are provided k numbers of N where k is an integer equal to or greater than 2; the third through fifth means generate K sets of first through Nth sequence permutation data; and the sixth means selects one of the K sets of first through Nth sequence permutation data, a selected set of first through Nth sequence permutation data being related to one of the k numbers of N which provides best performance.
third means for generating zeroth sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements;
fourth means for generating N integers p1, p2, ..., p N which are mutually prime with respect to a primitive root used in the power notation;
fifth means for generating first through Nth sequence permutation data by repeating, i times (i = 1 - N), a process for generating ith sequence permutation data which is a sequence of values of exponent parts in power notation of elements obtained by adding q i to data of the zeroth sequence permutation data;
19. The interleaving apparatus as claimed in claim 18, wherein the given order of the seventh means is based on a value of an error floor in turbo codes.
second means for dividing an input sequence into N blocks B1, B2, ..., B N each having a length equal to (P - 1) where N is an integer equal to or greater than 2;
third means for generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements;
fourth means for generating (N - 1) integers p1, p2, ..., p N-1 which are mutually prime with respect to (P - 1);
sixth means for permuting data in the blocks B1 - B N in accordance with the first through Nth sequence permutation data; and seventh means for reading permuted data from the blocks B1 - B N in a given order.
22. The interleaving apparatus as claimed in claim 21, wherein the given order of the seventh means is based on a value of an error floor in turbo codes.
24. A turbo encoding method in which an interleaving method is employed in a turbo encoder to interleave digital data having K bits by using an interleaver having a buffer arranged in a two-dimensional matrix, the interleaving method comprising the steps of:
generating a prime number P based on the number K of bits of the data and a number N of rows of the interleaver so that a number of columns of the interleaver is determined by the prime number P;
permuting an order of said rows based on a predetermined inter-permutation pattern; and reading out the data from the buffer in a column direction of said matrix.
25. The turbo encoding method as claimed in claim 24, further comprising the steps of:
adding bits to an input sequence applied to the turbo encoder if a number of bits of the input sequence is less than a given number of bits;
and deleting bits from an encoded sequence so that an output sequence of the turbo encoder has the same number of bits as the input sequence.
26. The turbo encoding method as claimed in claim 25, wherein the step of adding bits employs a bit repetition method.
27. A turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method comprising the steps of:
(b) dividing an input sequence into N blocks B1, B2, ..., B N each having a length equal to P where N is an integer equal to or greater than 2;
(d) generating (N - 1) integers p1, p2, ..., p N-1 which are mutually prime with respect to (P - 1);
(e) generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of p i;
(f) permuting data in the blocks B1 - B N in accordance with the first through Nth sequence permutation data; and (g) reading permuted data from the blocks B1 - B N in a given order.
28. The turbo encoding method as claimed in claim 27, further comprising the steps of:
29. The turbo encoding method as claimed in claim 28, wherein the step of adding bits employs a bit repetition method.
30. A turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method comprising the steps of:
(b) dividing an input sequence into N blocks B1, B2, .. , B N each having a length equal to P where N is an integer equal to or greater than 2;
(c) generating zeroth sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values of exponent parts of a power notation of the elements;
(d) generating N integers p1, p2, ..., p N which are mutually prime with respect to a primitive root used in the power notation;
31. The turbo encoding method as claimed in claim 30, further comprising the steps of:
32. The turbo encoding method as claimed in claim 31, wherein the step of adding bits employs a bit repetition method.
33. A turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method comprising the steps of:
(b) dividing an input sequence into N blocks B1, B2, ..., B N each having a length equal to (P - 1) where N is an integer equal to or greater than 2;
(d) generating (N - 1) integers p1, p2, ..., p N-1 which are mutually prime with respect to (P -1);
34. The turbo encoding method as claimed in claim 33, further comprising the steps of: adding bits to an input sequence applied to the turbo encoder if a number of bits of the input sequence is less than a given number of bits; and deleting bits from an encoded sequence so that an output sequence of the turbo encoder has the same number of bits as the input sequence.
35. The turbo encoding method as claimed in claim 34, wherein the step of adding bits employs a bit repetition method.
36. A turbo encoding method comprising, as an interleaving method employed in a turbo encoder, the interleaving method comprising the steps of:
(b) dividing an input sequence into N blocks B1, B2, ..., B N each having a length equal to (P + 1) where N is an integer equal to or greater than 2;
(c) generating first sequence permutation data in which elements of a Galois field of a characteristic P are arranged in an order of values-of exponent parts of a power notation of the elements;
37. The turbo encoding method as claimed in claim 36, further comprising the steps of:
38. The turbo encoding method as claimed in claim 37, wherein the step of adding bits employs a bit repetition method.
a plurality of encoders; and an interleaving apparatus interleaving digital data having K bits by using a buffer arranged in a two-dimensional matrix, said interleaving apparatus comprising:
means for permuting the data in each of the rows of the interleaver in accordance with a sequence permutation table, which is generated peculiarly to each of said rows based on a primitive root of the prime number P;
40. The turbo encoder as claimed in claim 39, further comprising: means for adding bits to an input sequence applied to the turbo encoder if a number of bits of the input sequence is less than a given number of bits; and means for deleting bits from an encoded sequence so that an output sequence of the turbo encoder has the same number of bits as the input sequence.
41. The turbo encoder as claimed in claim 40, wherein the means for adding bits employs a bit repetition method.
42. A turbo encoder including a plurality of encoders and an interleaving apparatus, the interleaving apparatus comprising:
fourth means for generating (N - 1) integers p1, p2 , . . . , p N-1 which are mutually prime with respect to (P - 1);
43. The turbo encoder as claimed in claim 42, further comprising: means for adding bits to an input sequence applied to the turbo encoder if a number of bits of the input sequence is less than a given number of bits; and means for deleting bits from an encoded sequence so that an output sequence of the turbo encoder has the same number of bits as the input sequence.
44. The turbo encoder as claimed in claim 43, wherein the means for adding bits employs a bit repetition method.
45. A turbo encoder including a plurality of encoders and an interleaving apparatus, the interleaving apparatus comprising:
fourth means for generating N integers p1, p2 ..., p N which are mutually prime with respect to a primitive root used in the power notation;
46. The turbo encoder as claimed in claim 45, further comprising: means for adding bits to an input sequence applied to the turbo encoder if a number of bits of the input sequence is less than a given number of bits; and means for deleting bits from an encoded sequence so that an output sequence of the turbo encoder has the same number of bits as the input sequence.
47. The turbo encoder as claimed in claim 46, wherein the means for adding bits employs a bit repetition method.
48. A turbo encoder including a plurality of encoders and an interleaving apparatus, the interleaving apparatus comprising:
fourth means for generating (N - 1) integers p1, p2, . . . , P N-1 which are mutually prime with respect to (P - 1 );
49. The turbo encoder as claimed in claim 48, further comprising: means for adding bits to an input sequence applied to the turbo encoder if a number of bits of the input sequence is less than a given number of bits; and means for deleting bits from an encoded sequence so that an output sequence of the turbo encoder has the same number of bits as the input sequence.
50. The turbo encoder as claimed in claim 49, wherein the means for adding bits employs a bit repetition method.
blocks B1, B2, ..., B N each having a length equal to (P + 1) where N is an integer equal to or greater than 2;
fourth means for generating (N - 1) integers p1, p2, ..., p N-1 which are mutually prime with respect to (P - 1) ;
fifth means for generating second through Nth sequence permutation data by repeating, i times (i = 1 - (N - 1)), a process for generating ith sequence permutation data by cyclically reading data in the first sequence permutation data at intervals of pi;
52. The interleaving apparatus as claimed in claim 51, wherein the given order of the seventh means is based on a value of an error floor in turbo codes.
53. The interleaving apparatus as claimed in claim 51, wherein: there are provided k numbers of N where k is an integer equal to or greater than 2; the third through fifth means generate K sets of first through Nth sequence permutation data; and the sixth means selects one of the K
sets of first through Nth sequence permutation data, a selected set of first through Nth sequence permutation data being related to one of the k numbers of N which provides best performance.
54. A turbo encoder including a plurality of encoders and an interleaving apparatus, the interleaving apparatus comprising:
55. The turbo encoder as claimed in claim 54, further comprising: means for adding bits to an input sequence applied to the turbo encoder if a number of bits of the input sequence is less than a given number of bits; and means for deleting bits from an encoded sequence so that an output sequence of the turbo encoder has the same number of bits as the input sequence.
56. The turbo encoder as claimed in claim 54, wherein the means for adding bits employs a bit repetition method.
CA 2298919 1999-02-19 2000-02-17 Interleaving and turbo encoding using prime number permutations Active CA2298919C (en)
JP11-42137 1999-04-05
JP11-98160 1999-04-05
CA2298919A1 true CA2298919A1 (en) 2000-08-19
CA2298919C true CA2298919C (en) 2006-04-18
CA 2298919 Active CA2298919C (en) 1999-02-19 2000-02-17 Interleaving and turbo encoding using prime number permutations
CN105635065A (en) * 2014-10-31 2016-06-01 上海复旦微电子集团股份有限公司 Data transmission method and device
JPS6316929B2 (en) 1982-09-30 1988-04-12 Nippon Electric Co
EP0341851A3 (en) 1988-05-12 1991-06-12 Digital Equipment Corporation Method and apparatus for interleaved encoding
US6553516B1 (en) 2003-04-22 grant