Battery efficiency for tracking shipment items

Technical solutions are described for conserving battery consumption in tracking devices when tracking a plurality of shipment items. An example method includes receiving, by a first tracking device that is associated with a first shipment item, a tracking information of a second shipment item, the tracking information being transmitted by a second tracking device. The method also includes transmitting, by the first tracking device, a tracking message that includes the tracking information of the second shipment item and a tracking information of the first shipment item.

BACKGROUND

The present application relates to improving battery efficiency when tracking shipment items, and more specifically, to reducing the electrical power being used for transmitting shipment item tracking status messages.

A shipment item, such as a package, a container carrying packages, or any other item being shipped may be tracked throughout the transport of the shipment item from a source to a destination. For example, an entity handling the various stages of shipping the shipment item may use an active tracking device (e.g., an active radio frequency identification device (RFID)) to track a location/status of the shipment item. RFID systems are typically either passive or active. Passive RFID systems use devices or tags with no internal power source. Passive RFID devices are powered by the electromagnetic energy transmitted from an RFID reader. Active RFID systems use battery-powered RFID devices or tags that continuously broadcast their own signal. Active RFID devices are commonly used as “beacons” to accurately track the real-time location of higher value assets for which the additional expense of active RFID devices is justified. Thus, the above-described active device may be implemented as a powered system that can track its own location and communicate that location periodically to a remotely located computing device, such as a server, using cellular or satellite communication network. However, battery life is a concern in such active tracking devices.

SUMMARY

According to one or more embodiments, a method for conserving battery consumption in tracking devices when tracking a plurality of shipment items includes receiving, by a first tracking device that is associated with a first shipment item, a tracking information of a second shipment item, the tracking information being transmitted by a second tracking device. The method also includes transmitting, by the first tracking device, a tracking message that includes the tracking information of the second shipment item and a tracking information of the first shipment item.

According to one or more embodiments, a tracking device is described that is configured to conserve battery consumption when tracking a plurality of shipment items, the tracking device being a first tracking device associated with a first shipment item. The tracking device includes a memory, a network interface, and a processor in communication with the memory and the network interface. The processor receives a tracking information of a second shipment item, the tracking information being transmitted by a second tracking device. The processor also transmits a tracking message that includes the tracking information of the second shipment item and a tracking information of the first shipment item.

According to one or more embodiments, a computer program product for conserving battery consumption in tracking devices when tracking a plurality of shipment items includes a non-transitory computer readable storage medium, the computer readable storage medium including computer executable instructions. The computer readable storage medium includes instructions to broadcast, by a first tracking device that is associated with a first shipment item, a request for a tracking information of a second shipment item that is associated with a second tracking device, where the request is broadcast using a first protocol. The readable storage medium also includes instructions to receive the tracking information of the second shipment item, the tracking information being transmitted by the second tracking device. The readable storage medium also includes instructions to transmit a tracking message that includes the tracking information of the second shipment item and a tracking information of the first shipment item, where the tracking message is transmitted using a second protocol.

DETAILED DESCRIPTION

A common approach to improving the battery efficiency of tracking devices includes activating the tracking device on demand by, for example, having the tracking device stay in a listen only mode instead of transmitting the location. However, such an approach does not give continuous real-time updates of the location of the tracking device, and thus the corresponding shipment item. Further, such an approach only provides tracking for the shipment item that is explicitly being sought. Thus, real-time detection of anomalous or misplaced shipment items is not possible using such an approach.

Another common approach for improving the battery efficiency includes duty cycling, in which the tracking device sleeps for some time and then wakes up. However, duty cycling alone, without proper coordination among different tracking devices, cannot enable proper tracking of different containers. Without proper coordination, some tracking information can be lost because a device was sleeping when the tracking information needed to be sent. With duty cycling, proper coordination mechanism needs to be established, which is provided by the technical solutions described herein.

Disclosed here are technical solutions for improving the battery life and/or the efficiency of the battery system of a tracking device while also providing continuous real-time updates of the location of the tracking device without requiring humans to define manual grouping of tracking devices. The technical solutions described herein facilitate improving the battery efficiency and/or the battery consumption by a tracking device by coordinating the location identification messages transmitted by a group of tracking devices. For example, the technical solutions facilitate tracking devices associated with shipment items that are being transported together to dynamically group together. The shipment items may be transported using transportation methods such as via a ship, a train, a truck, a car, or any other mode of transportation. Upon configuring the dynamic group of tracking devices that are being transported together, only one tracking device from the group communicates the location, or status, of the entire group of tracking devices. Further, the responsibility to transmit the location of the group rotates among different tracking devices in the group. By having a tracking device determine if it is part of the group, and communicating the status of the entire group of tracking devices, each tracking device reduces battery consumption by sharing the burden of tracking the entire group. For example, consider that a group of tracking devices includes N tracking devices corresponding to N shipment items. One of the tracking devices can send the tracking information on behalf of the entire group. Such communication may be N times slower, while maintaining the same granularity for sharing, for example if the communicating tracking device transmits the status of each tracking device sequentially. Battery power consumption depends on the distance the information has to be transmitted and on the number of messages that has to be sent. For example, the amount of power consumption is in order of square of distance of communication, and is linear in terms of how often a communication message is transmitted, the tracking devices can consume less power if the tracking device is transmitting short distance messages more frequently, and transmitting long distance at more infrequent intervals.

FIG. 1illustrates an example system for tracking multiple shipment items. The system illustrates one shipment item105, another shipment item115and another shipment item125. Although only 3 shipment items are depicted, in practice any number of shipment items may be provided. The shipment items may be a package, a container, or any other type of item that is being shipped from a source to a destination. The shipment items may or may not be of the same type. Each of the shipment items105,115, and125is associated with a respective tracking device. For example, a tracking device may be a tracking device that transmits a tracking status message120of the corresponding shipment item. For example, the shipment item105is associated with a tracking device107, the shipment item115is associated with a tracking device117, and the shipment item125is associated with the tracking device127. The tracking devices107,117, and127may or may not be of the same type.

For example, the tracking device107may be an electronic device that transmits the tracking status message to a shipment-tracking server110, which is at a remote location.FIG. 2illustrates example components of the tracking device107. The tracking device107includes, among other components, a processor205, memory210, and one or more peripheral devices245, such as peripheral or control devices, that are communicatively coupled via a local I/O controller235. The peripheral devices245may include, for example, battery sensors, position sensors (altimeter40, accelerometer42, Global Positioning System (GPS)44), indicator/identification lights and the like. The I/O controller235may be, for example, one or more buses or other wired or wireless connections, as are known in the art. The I/O controller235may have additional elements, which are omitted for simplicity, such as controllers, buffers (caches), drivers, repeaters, and receivers, to enable communications.

The processor205is a hardware device for executing hardware instructions or software, particularly those stored in memory210. The processor205may be a custom made or commercially available processor, a central processing unit (CPU), an auxiliary processor among several processors associated with the system100, a semiconductor based microprocessor (in the form of a microchip or chip set), a macroprocessor, or other device for executing instructions.

The memory210may include one or combinations of volatile memory elements (for example, random access memory, RAM, such as DRAM, SRAM, SDRAM) and nonvolatile memory elements (for example, ROM, erasable programmable read only memory (EPROM), electronically erasable programmable read only memory (EEPROM), programmable read only memory (PROM), tape, compact disc read only memory (CD-ROM), disk, diskette, cartridge, cassette or the like). Moreover, the memory210may incorporate electronic, magnetic, optical, or other types of storage media. Note that the memory210may have a distributed architecture, where various components are situated remote from one another but may be accessed by the processor205.

The instructions in memory210may include one or more separate programs, each of which comprises an ordered listing of executable instructions for implementing logical functions. In the example ofFIG. 2, the instructions in the memory210include a suitable operating system (OS). The operating system essentially may control the execution of other computer programs and provides scheduling, input-output control, file and data management, memory management, and communication control and related services. Additional data, including, for example, instructions for the processor205or other retrievable information, may be stored in storage220, which may be a storage device such as a hard disk drive or solid state drive. The stored instructions in memory210or in storage220may include those enabling the processor205to execute one or more aspects of the systems, methods and computer program products of this disclosure.

The tracking device107further includes a power source280, such as a battery, that supplies power for the components of the tracking device107to operate. The power source280may be any type of battery, such as a primary cell or a secondary cell. The power source280may have limited amount of power that the components of the tracking device107can draw from, at least until the power source280is recharged.

The tracking device107further includes a network interface260for coupling to a network165. The network interface260may include a network interface card (NIC) or modulator/demodulator (for accessing other files, devices, systems, or a network), a radio frequency (RF) or other transceiver, a telephonic interface, a bridge, a router, and the like. In an example, the network interface260facilitates communication using at least two communication protocols, a short-range communication protocol and a long-range communication protocol such as L. The short-range communication protocol is used for communicating with devices within a predetermined distance from the tracking device107. For example, the predetermined distance may be four meters, 10 meters, 50 meters, 100 meters, or the like. The short-range communication protocol may be used with communication protocols such as Near Field Communication® (NFC), ZigBee®, Bluetooth®, and the like. Instead, the long-range communication protocol is used for communicating with devices such as the shipment-tracking server, which are farther away from the tracking device107for the short-range communication protocol to be used. For example, the long-range communication protocol may be used for communicating with devices, which are more than a mile away from the tracking device107. The long-range communication may include satellite-based communication. A few more examples of short-range communication protocols are WiFi, Bluetooth, Z-wave, Insteon, and the like. A few examples of long-range communication protocols are 3GPP, LTE, GPRS, Long Range WiFi, Satellite, and the like.

The network165may facilitate long-range communication. For example, the network165may be an IP-based network for communication between the tracking device107and an external server (such as the shipment-tracking server110), client and the like via a broadband connection. In one or more embodiments, the network165may be a satellite network for communicating with the shipment-tracking server110. The network165may also be a mobile or cellular network for communicating with the shipment-tracking server110. The network165transmits and receives data between the tracking device107and the external systems.

The network interface260further facilitates short-range communication, such as via a second network265. The network265may be a peer-to-peer network that facilitates the tracking device107to communicate with other the other tracking devices117and127, such as those within a predetermined distance. For example, the network interface260communicates with the other tracking devices117and127using a short-range communication protocol K, which is different from the long-range protocol L. For example, K may be a protocol like Zygbee while L may be a protocol like LTE. Further, the network interface260, when communicating using the short-range protocol K, uses less battery power than when communicating using the long-range protocol L. For example, the network interface260may use k watts of power when communicating using the short-range protocol K, and may use 1 watts of power when communicating using the long-range protocol L. The amount of power k used for the short-range communication is substantially less than 1, which is used for the long-range communication.

The shipment-tracking server110may be a central server that tracks the one or more shipment items105,115, and125.FIG. 3illustrates components of an example shipment-tracking server110. The shipment-tracking server110may be a communication apparatus, such as a computer. For example, the shipment-tracking server110may be a desktop computer, a tablet computer, a laptop computer, a phone, such as a smartphone, a server computer, or any other device that communicates via the network165. The shipment-tracking server110includes hardware, such as electronic circuitry.

The shipment-tracking server110includes, among other components, a processor305, memory310coupled to a memory controller315, and one or more input devices345and/or output devices340, such as peripheral or control devices, that are communicatively coupled via a local I/O controller335. These devices340and345may include, for example, battery sensors, position sensors, indicator/identification lights and the like. Input devices such as a conventional keyboard350and mouse355may be coupled to the I/O controller335. The I/O controller335may be, for example, one or more buses or other wired or wireless connections, as are known in the art. The I/O controller335may have additional elements, which are omitted for simplicity, such as controllers, buffers (caches), drivers, repeaters, and receivers, to enable communications.

The processor305is a hardware device for executing hardware instructions or software, particularly those stored in memory310. The processor205may be a custom made or commercially available processor, a central processing unit (CPU), an auxiliary processor among several processors associated with the shipment-tracking server110, a semiconductor based microprocessor (in the form of a microchip or chip set), a macroprocessor, or other device for executing instructions. The processor305includes a cache370, which may include, but is not limited to, an instruction cache to speed up executable instruction fetch, a data cache to speed up data fetch and store, and a translation lookaside buffer (TLB) used to speed up virtual-to-physical address translation for both executable instructions and data. The cache370may be organized as a hierarchy of more cache levels (L1, L2, and so on.).

The memory310may include one or combinations of volatile memory elements (for example, random access memory, RAM, such as DRAM, SRAM, SDRAM) and nonvolatile memory elements (for example, ROM, erasable programmable read only memory (EPROM), electronically erasable programmable read only memory (EEPROM), programmable read only memory (PROM), tape, compact disc read only memory (CD-ROM), disk, diskette, cartridge, cassette or the like). Moreover, the memory310may incorporate electronic, magnetic, optical, or other types of storage media. Note that the memory310may have a distributed architecture, where various components are situated remote from one another but may be accessed by the processor305.

The instructions in memory310may include one or more separate programs, each of which comprises an ordered listing of executable instructions for implementing logical functions. In the example ofFIG. 3, the instructions in the memory310include a suitable operating system (OS)311. The operating system311essentially may control the execution of other computer programs and provides scheduling, input-output control, file and data management, memory management, and communication control and related services.

Additional data, including, for example, instructions for the processor305or other retrievable information, may be stored in storage320, which may be a storage device such as a hard disk drive or solid state drive. The stored instructions in memory310or in storage320may include those enabling the processor to execute one or more aspects of the systems and methods of this disclosure.

The shipment-tracking server110may further include a display controller325coupled to a user interface or display330. In some embodiments, the display330may be an LCD screen. In other embodiments, the display330may include a plurality of LED status lights. In some embodiments, the shipment-tracking server110may further include a network interface360for coupling to the network165. The network165may be implemented in a wireless fashion, for example, using wireless protocols and technologies, such as WiFi, WiMax, satellite, or any other. The network165may also be a packet-switched network such as a local area network, wide area network, metropolitan area network, the Internet, or other similar type of network environment. The network165may be a fixed wireless network, a wireless local area network (LAN), a wireless wide area network (WAN) a personal area network (PAN), a virtual private network (VPN), intranet or other suitable network system and may include equipment for receiving and transmitting messages.

As described earlier, the tracking device107may send a tracking status message120to the shipment-tracking server110using the long-range protocol L, and send a group message130to other tracking devices117and127using the short-range protocol K. The tracking status message120from includes among other information, a geographic location of the tracking device107, and an identity of the corresponding shipment item115. The group message130from the tracking device127may include the identity of the corresponding shipment item125, among other information. For example, the group message130may further include an identity of one or more shipment-tracking servers associated with the shipment item125. For example, a second shipment-tracking server, distinct from the shipment-tracking server110, tracks the shipment item125. The second shipment-tracking server may track the shipment item125in addition or alternatively to the shipment-tracking server110tracking the shipment item125. The same shipment server may track the location of all shipment items, or different shipment servers may track the location of different shipment items.

FIG. 4illustrates a method for the tracking device107to improve battery efficiency by reducing the power consumed by the tracking device107for communicating the tracking status message120to the shipment-tracking server110. The method may be implemented by one of the tracking devices107,117, or127. For this example, let us consider that the tracking device107, which is associated with the shipment item105, implements the method, but it is understood that any of the tracking devices may implement the method illustrated.

The operation of the tracking devices107,117,127will now be described with reference toFIGS. 4, 5 and 6. Beginning with the methodology shown inFIG. 4, the tracking device107identifies and creates a group of shipment items, as shown at block410. For example, the tracking device107, using the network interface260, broadcasts a short-range group-discovery message, as shown at block412. The short-range group-discovery message, may use the short-range protocol type, which uses 1 watts of power. The short-range group-discovery message reaches neighboring shipment items, where neighboring shipment items are the shipment items within a predetermined proximity of the tracking device107. The predetermined proximity is determined by the range of the short-range protocol K used by the network interface260to send the group-discovery message. For example, consider that the shipment items115and125, with the respective tracking devices117and127are in the predetermined proximity.

FIG. 5illustrates a flowchart of an example method that a second tracking device, such as the tracking device117(or127) implements upon receipt of the group-discovery message from a first tracking device, such as the tracking device107, as shown at block510. The second tracking device generates and sends, in response, a group-information message, which may include different information based on whether the second tracking device is part of an existing status-transmission group of tracking devices, as shown at block520. If the second tracking device is already part of an existing status-transmission group, the second tracking device determines if it is in a group-leader role of the status-transmission group, as shown at block527. If the second tracking device is the group-leader, the second tracking device indicates that the status-transmission group exists, and includes information about the status-transmission group in the group-information message, as shown at block529. If the second tracking device is not the group-leader, the second tracking device does not respond to the group-discovery message, as shown at block528. Alternatively, if the second tracking device is not part of a status-transmission group, the group-information message indicates that a status-transmission group does not exist, and instead includes information about the second tracking device itself, as shown at block525. For example, the information about the second tracking device includes credentials of the second tracking device. The credentials of a tracking device may include a serial number, a model number, a software version, a destination of the corresponding shipment item, the identity of the person who sent the shipment, whether the shipment item is of a specific type like perishable, precious or controlled substance, or any other type of information about the tracking device. Alternatively, if the status-transmission group exists, the group-information message includes the credentials of the group-leader of the existing status-transmission group. The group-information message may further include a status-transmission schedule of the status-transmission group.

The second tracking device identifies the first tracking device that broadcast the group-discovery message, as shown at block530. The second tracking device proceeds to send the group-information message to the first tracking device, as shown at block540.

Referring back toFIG. 4, the first tracking device, the tracking device107in the example scenario, receives the group-information message from the second tracking device, the tracking device117in the example scenario, as shown at block414. The tracking device107may also receive group-information messages from other tracking devices that are in the communication range of the short-range protocol used for broadcasting the group-discovery message. Depending on whether a status-transmission group already exists, the tracking device107may broadcast a group-confirmation message using the short-range protocol, K to request membership for the tracking device107in the status-transmission group and use a status-transmission schedule of the existing group, which may be received in the group-information message, as shown at blocks420and422.

In case the group-information message indicates that a status-transmission group does not already exist, a status-transmission group is created, as shown at blocks420and424.FIG. 6illustrates an example status-transmission group610and a flowchart for an example method for creating the status-transmission group. In an example, the tracking device107creates the status-transmission group610if the tracking device107is elected as a group-leader. Alternatively, a tracking device other than the tracking device107, such as a tracking device137that is associated with a shipment item135, is elected the group-leader (denoted by a * inFIG. 6). The group-leader137creates the status-transmission group610. In yet another example, the tracking device107creates the status-transmission group610and subsequently, the members of the group elect the group-leader137from among themselves.

For example, consider the scenario where the tracking device107broadcasts the group-discovery message using the short-range protocol, and in response receives a plurality of group-information messages from the other tracking devices in proximity, and in range of the broadcast, as shown at block650. The plurality of group-information messages indicate that a status-transmission group does not exist because, if the group existed, a single group-information message from the group-leader would have been received. Each of the group-information messages contains identity and other credentials of the respective transmitting tracking device. The tracking device107, upon receiving, the plurality of the group-information messages, extracts tracking device credentials from each received group-information message, as shown at block660. The credentials determine which tracking device from the plurality of tracking devices is to be selected as the group-leader137. For example, the tracking device107elects the tracking device137with highest credentials, according to predetermined criteria, as the group-leader137, as shown at block670. For example, based on the predetermined criteria, the tracking device107elects the tracking device with the lowest (or highest) serial number as the group-leader137. Alternatively, the group-leader137is selected based on the lowest (or highest) tracking number of the shipment item associated with the tracking devices. Alternatively, the tracking devices may be categorized, and each tracking device's credentials may include the category of the tracking device. In some embodiments, the category may be determined by the model number of the tracking device, e.g. all devices with the same model belong to one category. In another embodiment, the category may be determined by the battery power remaining in the tracking device, e.g. all devices with more than 70% of remaining battery power are in category 1, while devices with 40%-70% of remaining battery power are in category 2, those with 20%-40% are in category 3 and those with less than 20% power in category 4. In another embodiment, the category may indicate whether the tracking device has an external source of power, e.g. it is attached to a powered or refrigerated container, or whether it runs on battery power alone. The tracking device with the highest category may be elected as the group-leader137. It is understood that election of the group-leader may be based on any other attribute extracted from the group-information messages instead of those illustrated above.

The tracking device107, upon electing the group-leader137, broadcasts a group-configuration message, as shown at block680. The group-configuration message indicates the identity of the group-leader137, which has been elected as the group-leader of the status-transmission group610. The group-configuration message is broadcast using the short-range protocol for receipt by each member of the status-transmission group610. Accordingly, each member of the status-transmission group610is notified of their membership in the status-transmission group610and the group-leader137.

Returning toFIG. 4, the group-leader137generates and shares a status-transmission schedule620with the members of the status-transmission group610, as shown at block424. For example, the group-leader137generates the status-transmission schedule620by dividing/distributing the long-range communications among each member of the status-transmission group610, as shown at block426. The group-leader137further transmits the status-transmission schedule620to the group members, as shown at block428.

The status-transmission schedule620specifies which tracking device from the status-transmission group610sends the tracking information of the members of the entire status-transmission group610to the corresponding shipment tracking servers. The status-transmission schedule620indicates the time-points at which the member tracking devices take turns of sending the tracking information using the long-range communication. For example, the schedule may be based in the order of the sequence numbers of the member tracking devices, or in a randomized order. Further, the status-transmission schedule620specifies a primary and a secondary tracking device for each long-range transmission. If the primary tracking device has left the group or is unable to send the tracking information for all the group members, the secondary tracking device may take over.

Each tracking device, including the tracking device107, sends status information for the entire group according to the status-transmission schedule620, as shown at block430. For example, the tracking device107checks the status-transmission schedule620to determine if it is time for the tracking device107to send the long-range communication, as shown at block432. For example, the status-transmission schedule620includes a time-table that specifies a time-point for each of the tracking devices in the status-transmission group610to transmit the long-range communication. If it is the tracking device's107turn to send the long-range communication, the tracking device107aggregates the tracking information for each of the members of the status-transmission group610, as shown at block436. For example, the tracking device107may request the member tracking devices for the tracking information of the corresponding shipment items using short-range status messages. The tracking information may include a serial numbers or other type of identification of the shipment items. The tracking information may further include identity of the shipment-tracking server110that is tracking the status of specific shipment item. For example, a first shipment-tracking server may track the shipment item105, and a second shipment-tracking server, distinct from the first, may track the shipment item115.

The tracking device107sends the tracking information for each of the members in the status-transmission group610to the corresponding shipment-tracking servers, as shown at block438. The tracking device107sends the tracking information using the long-range communication.

Alternatively, if it is not the tracking device's107turn to send the tracking information using the long-range communication, the tracking device107sends a short-range communication to the tracking device that is scheduled to transmit the tracking information, as shown at block434. For example, the tracking device107transmits the tracking information of the corresponding shipment item105to the tracking device scheduled to transmit the tracking information to the shipment-tracking server110. The tracking device scheduled to transmit the tracking information relays the tracking information using the long-range communication.

Such a scheme facilitates the saving of power by all the tracking devices in the status-transmission group610. As an example, consider that 200 shipment items are placed for transportation together, such as on a train, a ship, or any other mode of transportation. Using the short-range communication, which uses the k watts of power, the tracking devices associated with the respective shipment items form the status-transmission group610. Each long term communication uses l watts of power. In this scenario, by reducing each tracking device to only send information l/200 times as frequently, the power usage of each tracking device will be l/200 for communication, or (k+l/200). Because k is a very small fraction of l, the power savings is roughly divided by the number of the shipment items in the status-transmission group, which can extend the life of the battery by that factor, in this case by a factor of 200.

In an example, after transmitting the tracking information to the shipment-tracking server(s), the tracking device107may rerun the group-discovery to determine the group configuration at the current time, and ensure that there have not been any changes in the status-transmission group. For example, if the shipment item115, and thus the corresponding tracking device117have been de-boarded, the status-transmission schedule620may require adjustments. For example, the shipment item115may have reached its destination, and thus disembarked from the transportation, causing the tracking device117to be removed from the status-transmission group610. Accordingly, the remaining tracking devices go through the creation of the group and election of a new group-leader, if required, as described herein.

Accordingly, the technical solutions described herein facilitate improving battery efficiency of a tracking device that is actively tracking a status of a shipment item. Shipping containers (and other types of packages and shipment items) are commonly tracked using GPS based tracking units. These tracking units or tracking devices generally send a message to a central site at periodic intervals to indicate their position. The tracking devices consume power as they send the messages, and replacing batteries in the trackers is a significant operational expense and hassle for operators who track the containers or packages using such active tracking devices.

The technical solutions described herein facilitate reducing the consumption of battery power in multiple packages. To this end, the technical solutions provide techniques for determining containers and packages that are being transported together, e.g., on a ship, a train or a truck. The containers and packages may further be related, such as destined to the same destination, or being tracked by the same shipment-tracking server, or being transported by the same shipping company etc. The containers and packages are grouped together. From among the active devices of the grouped shipment items, only one needs to communicate on behalf of everyone. By having each tracking device determine if they are part of the group using short-range communication, each tracking device can reduce battery consumption by sharing the burden for sending the tracking information of the entire group. As an example if a group has N packages/containers, a tracking device of one of the containers sends the tracking information on behalf of the N members. For example, the tracking device may send N separate tracking messages, which may be N times slower, while maintaining the same granularity for sharing. Each member of the group takes turns to send the tracking information on behalf of the entire group based on a transmission schedule that a group-leader tracking device generates.

Tracking devices using long distance communication consume more power than two tracking devices communicating at short intervals. Because during shipping of containers, or transfer of packages, several packages travel in a group (e.g. several thousand containers or a ship, several hundred containers on a train, or several tens of packages for delivery on a truck), by grouping the transmission of the tracking information as described herein improves the battery consumption efficiency of the tracking devices of the packages. When a group of packages is being transported, the tracking devices can discover or create a group and share the burden of informing the server of locations of all of the packages. Accordingly, the technical solutions increase the life-time for the tracking devices.

The technical solutions described herein further facilitate automatic and dynamic group creation and transmission schedule creation. The technical solutions further provide an automated process by which a tracking device that transmits the tracking information is automatically selected, and the role is shared over time by different tracking devices.

Aspects of the present technical solutions are described herein with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the technical solutions. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer readable program instructions.

To clarify the use of and to hereby provide notice to the public, the phrases “at least one of <A>, <B>, . . . and <N>” or “at least one of <A>, <B>, . . . <N>, or combinations thereof” or “<A>, <B>, . . . and/or <N>” are to be construed in the broadest sense, superseding any other implied definitions hereinbefore or hereinafter unless expressly asserted to the contrary, to mean one or more elements selected from the group comprising A, B, . . . and N. In other words, the phrases mean any combination of one or more of the elements A, B, . . . or N including any one element alone or the one element in combination with one or more of the other elements which may also include, in combination, additional elements not listed.

It will also be appreciated that any module, unit, component, server, computer, terminal or device exemplified herein that executes instructions may include or otherwise have access to computer readable media such as storage media, computer storage media, or data storage devices (removable and/or non-removable) such as, for example, magnetic disks, optical disks, or tape. Computer storage media may include volatile and non-volatile, removable and non-removable media implemented in any method or technology for storage of information, such as computer readable instructions, data structures, program modules, or other data. Such computer storage media may be part of the device or accessible or connectable thereto. Any application or module herein described may be implemented using computer readable/executable instructions that may be stored or otherwise held by such computer readable media.