A capacitive fingerprint sensing device for sensing a fingerprint pattern of a finger, said capacitive fingerprint sensor comprising a plurality of sensing elements (8a-b), each sensing element comprising: a protective dielectric top layer suitable to be touched by said finger an electrically conductive sensing structure arranged underneath said top layer; sensing circuitry for providing an analog sensing signal indicative of a distance between said finger and said sensing structure, said fingerprint sensing device further comprising: drive signal circuitry configured to provide a drive signal comprising at least one drive pulse having a maximum voltage level and a minimum voltage level for providing a change in potential difference between said finger and said sensing structure; analog sampling circuitry comprising at least three analog sample and hold circuits (40a-h) arranged to sample said sensing signal, and a sampling control unit for individually controlling each of said at least three analog sample and hold circuits to capture a sample at a specified time, thereby forming at least three samples, wherein said at least three samples comprises at least one sample captured when said drive signal is at a first voltage level V 1 and at least one sample captured when said drive signal is at a second voltage level V 2, different from V 1; and an analog-to-digital converter, ADC, connected to said analog sampling circuitry and configured to convert a combination of said at least three samples into a digital sensing signal indicative of a capacitive coupling between said sensing structure and said finger, wherein said at least three samples are captured at said specified times based on a known property of a noise component such that the noise component is suppressed from said sensing signal when said combination is formed. a protective dielectric top layer suitable to be touched by said finger an electrically conductive sensing structure arranged underneath said top layer; sensing circuitry for providing an analog sensing signal indicative of a distance between said finger and said sensing structure, said fingerprint sensing device further comprising: drive signal circuitry configured to provide a drive signal comprising at least one drive pulse having a maximum voltage level and a minimum voltage level for providing a change in potential difference between said finger and said sensing structure; analog sampling circuitry comprising at least three analog sample and hold circuits (40a-h) arranged to sample said sensing signal, and a sampling control unit for individually controlling each of said at least three analog sample and hold circuits to capture a sample at a specified time, thereby forming at least three samples, wherein said at least three samples comprises at least one sample captured when said drive signal is at a first voltage level V 1 and at least one sample captured when said drive signal is at a second voltage level V 2, different from V 1; and an analog-to-digital converter, ADC, connected to said analog sampling circuitry and configured to convert a combination of said at least three samples into a digital sensing signal indicative of a capacitive coupling between said sensing structure and said finger, wherein said at least three samples are captured at said specified times based on a known property of a noise component such that the noise component is suppressed from said sensing signal when said combination is formed. drive signal circuitry configured to provide a drive signal comprising at least one drive pulse having a maximum voltage level and a minimum voltage level for providing a change in potential difference between said finger and said sensing structure; analog sampling circuitry comprising at least three analog sample and hold circuits (40a-h) arranged to sample said sensing signal, and a sampling control unit for individually controlling each of said at least three analog sample and hold circuits to capture a sample at a specified time, thereby forming at least three samples, wherein said at least three samples comprises at least one sample captured when said drive signal is at a first voltage level V 1 and at least one sample captured when said drive signal is at a second voltage level V 2, different from V 1; and an analog-to-digital converter, ADC, connected to said analog sampling circuitry and configured to convert a combination of said at least three samples into a digital sensing signal indicative of a capacitive coupling between said sensing structure and said finger, wherein said at least three samples are captured at said specified times based on a known property of a noise component such that the noise component is suppressed from said sensing signal when said combination is formed.