Design and Implementation of a Real-Time Multi-Beam Sonar System Based on FPGA and DSP

Aiming at addressing the contradiction between the high-speed real-time positioning and multi-channel signal processing in multi-beam sonar systems, in this work we present a real-time multi-beam sonar system based on a Field Programmable Gate Array (FPGA) and Digital Signal Processing (DSP) from tw...

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Published inSensors (Basel, Switzerland) Vol. 21; no. 4; p. 1425
Main Authors Tian, Haowen, Guo, Shixu, Zhao, Peng, Gong, Minyu, Shen, Chao
Format Journal Article
LanguageEnglish
Published Switzerland MDPI 18.02.2021
MDPI AG
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ISSN1424-8220
1424-8220
DOI10.3390/s21041425

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Abstract Aiming at addressing the contradiction between the high-speed real-time positioning and multi-channel signal processing in multi-beam sonar systems, in this work we present a real-time multi-beam sonar system based on a Field Programmable Gate Array (FPGA) and Digital Signal Processing (DSP) from two perspectives, i.e., hardware implementation and software optimization. In terms of hardware, an efficient high-voltage pulse transmitting module and a multi-channel data acquisition module with time versus gain (TVG) compensation with characteristics such as low noise and high phase amplitude consistency, are proposed. In terms of algorithms, we study three beamforming methods, namely delay-and-sum (D&S), direct-method (DM) and Chirp Zeta Transform (CZT). We compare the computational efficiency of DM and CZT in the digital domain. In terms of software, according to the transmission bandwidth of the Gigabit Ethernet and a serial rapid IO (SRIO) interface, the data transmission paths of the acquired data and the beam pattern between the FPGA, the DSP, and a personal computer (PC) are planned. A master-slave multi-core pipelined signal processing architecture is designed based on DSP, which enhances the data throughput of the signal processor by seven times as compared with that of the single-core operation. The experimental results reveal that the sound source level of the transmitting module is around 190.25 dB, the transmitting beam width is 64° × 64°, the background noise of the acquisition module is less than 4 μVrms, the amplitude consistency error of each channel is less than −6.55 dB, and the phase consistency error is less than 0.2°. It is noteworthy that the beam number of the sonar system is 90 × 90, the scanning angle interval is 0.33°, the working distance ranges from 5 m to 40 m, and the maximum distance resolution is 0.384 m. In the positioning experiment performed in this work; the 3-D real-time position of the baffle placed in the detection sector is realized. Please note that the maximum deviation of azimuth is 2°, the maximum deviation of elevation is 2.3°, and the maximum distance deviation is 0.379 m.
AbstractList Aiming at addressing the contradiction between the high-speed real-time positioning and multi-channel signal processing in multi-beam sonar systems, in this work we present a real-time multi-beam sonar system based on a Field Programmable Gate Array (FPGA) and Digital Signal Processing (DSP) from two perspectives, i.e., hardware implementation and software optimization. In terms of hardware, an efficient high-voltage pulse transmitting module and a multi-channel data acquisition module with time versus gain (TVG) compensation with characteristics such as low noise and high phase amplitude consistency, are proposed. In terms of algorithms, we study three beamforming methods, namely delay-and-sum (D&S), direct-method (DM) and Chirp Zeta Transform (CZT). We compare the computational efficiency of DM and CZT in the digital domain. In terms of software, according to the transmission bandwidth of the Gigabit Ethernet and a serial rapid IO (SRIO) interface, the data transmission paths of the acquired data and the beam pattern between the FPGA, the DSP, and a personal computer (PC) are planned. A master-slave multi-core pipelined signal processing architecture is designed based on DSP, which enhances the data throughput of the signal processor by seven times as compared with that of the single-core operation. The experimental results reveal that the sound source level of the transmitting module is around 190.25 dB, the transmitting beam width is 64° × 64°, the background noise of the acquisition module is less than 4 μVrms, the amplitude consistency error of each channel is less than −6.55 dB, and the phase consistency error is less than 0.2°. It is noteworthy that the beam number of the sonar system is 90 × 90, the scanning angle interval is 0.33°, the working distance ranges from 5 m to 40 m, and the maximum distance resolution is 0.384 m. In the positioning experiment performed in this work; the 3-D real-time position of the baffle placed in the detection sector is realized. Please note that the maximum deviation of azimuth is 2°, the maximum deviation of elevation is 2.3°, and the maximum distance deviation is 0.379 m.
Aiming at addressing the contradiction between the high-speed real-time positioning and multi-channel signal processing in multi-beam sonar systems, in this work we present a real-time multi-beam sonar system based on a Field Programmable Gate Array (FPGA) and Digital Signal Processing (DSP) from two perspectives, i.e., hardware implementation and software optimization. In terms of hardware, an efficient high-voltage pulse transmitting module and a multi-channel data acquisition module with time versus gain (TVG) compensation with characteristics such as low noise and high phase amplitude consistency, are proposed. In terms of algorithms, we study three beamforming methods, namely delay-and-sum (D&S), direct-method (DM) and Chirp Zeta Transform (CZT). We compare the computational efficiency of DM and CZT in the digital domain. In terms of software, according to the transmission bandwidth of the Gigabit Ethernet and a serial rapid IO (SRIO) interface, the data transmission paths of the acquired data and the beam pattern between the FPGA, the DSP, and a personal computer (PC) are planned. A master-slave multi-core pipelined signal processing architecture is designed based on DSP, which enhances the data throughput of the signal processor by seven times as compared with that of the single-core operation. The experimental results reveal that the sound source level of the transmitting module is around 190.25 dB, the transmitting beam width is 64° × 64°, the background noise of the acquisition module is less than 4 μVrms, the amplitude consistency error of each channel is less than -6.55 dB, and the phase consistency error is less than 0.2°. It is noteworthy that the beam number of the sonar system is 90 × 90, the scanning angle interval is 0.33°, the working distance ranges from 5 m to 40 m, and the maximum distance resolution is 0.384 m. In the positioning experiment performed in this work; the 3-D real-time position of the baffle placed in the detection sector is realized. Please note that the maximum deviation of azimuth is 2°, the maximum deviation of elevation is 2.3°, and the maximum distance deviation is 0.379 m.Aiming at addressing the contradiction between the high-speed real-time positioning and multi-channel signal processing in multi-beam sonar systems, in this work we present a real-time multi-beam sonar system based on a Field Programmable Gate Array (FPGA) and Digital Signal Processing (DSP) from two perspectives, i.e., hardware implementation and software optimization. In terms of hardware, an efficient high-voltage pulse transmitting module and a multi-channel data acquisition module with time versus gain (TVG) compensation with characteristics such as low noise and high phase amplitude consistency, are proposed. In terms of algorithms, we study three beamforming methods, namely delay-and-sum (D&S), direct-method (DM) and Chirp Zeta Transform (CZT). We compare the computational efficiency of DM and CZT in the digital domain. In terms of software, according to the transmission bandwidth of the Gigabit Ethernet and a serial rapid IO (SRIO) interface, the data transmission paths of the acquired data and the beam pattern between the FPGA, the DSP, and a personal computer (PC) are planned. A master-slave multi-core pipelined signal processing architecture is designed based on DSP, which enhances the data throughput of the signal processor by seven times as compared with that of the single-core operation. The experimental results reveal that the sound source level of the transmitting module is around 190.25 dB, the transmitting beam width is 64° × 64°, the background noise of the acquisition module is less than 4 μVrms, the amplitude consistency error of each channel is less than -6.55 dB, and the phase consistency error is less than 0.2°. It is noteworthy that the beam number of the sonar system is 90 × 90, the scanning angle interval is 0.33°, the working distance ranges from 5 m to 40 m, and the maximum distance resolution is 0.384 m. In the positioning experiment performed in this work; the 3-D real-time position of the baffle placed in the detection sector is realized. Please note that the maximum deviation of azimuth is 2°, the maximum deviation of elevation is 2.3°, and the maximum distance deviation is 0.379 m.
Aiming at addressing the contradiction between the high-speed real-time positioning and multi-channel signal processing in multi-beam sonar systems, in this work we present a real-time multi-beam sonar system based on a Field Programmable Gate Array (FPGA) and Digital Signal Processing (DSP) from two perspectives, i.e., hardware implementation and software optimization. In terms of hardware, an efficient high-voltage pulse transmitting module and a multi-channel data acquisition module with time versus gain (TVG) compensation with characteristics such as low noise and high phase amplitude consistency, are proposed. In terms of algorithms, we study three beamforming methods, namely delay-and-sum (D&S), direct-method (DM) and Chirp Zeta Transform (CZT). We compare the computational efficiency of DM and CZT in the digital domain. In terms of software, according to the transmission bandwidth of the Gigabit Ethernet and a serial rapid IO (SRIO) interface, the data transmission paths of the acquired data and the beam pattern between the FPGA, the DSP, and a personal computer (PC) are planned. A master-slave multi-core pipelined signal processing architecture is designed based on DSP, which enhances the data throughput of the signal processor by seven times as compared with that of the single-core operation. The experimental results reveal that the sound source level of the transmitting module is around 190.25 dB, the transmitting beam width is 64° × 64°, the background noise of the acquisition module is less than 4 μVrms, the amplitude consistency error of each channel is less than -6.55 dB, and the phase consistency error is less than 0.2°. It is noteworthy that the beam number of the sonar system is 90 × 90, the scanning angle interval is 0.33°, the working distance ranges from 5 m to 40 m, and the maximum distance resolution is 0.384 m. In the positioning experiment performed in this work; the 3-D real-time position of the baffle placed in the detection sector is realized. Please note that the maximum deviation of azimuth is 2°, the maximum deviation of elevation is 2.3°, and the maximum distance deviation is 0.379 m.
Author Guo, Shixu
Gong, Minyu
Zhao, Peng
Shen, Chao
Tian, Haowen
AuthorAffiliation Key Laboratory of Acoustics Research, China Jiliang University, Hangzhou 310018, China; bryan_thw@163.com (H.T.); zhaopeng@cjlu.edu.cn (P.Z.); ingminyu@163.com (M.G.); chaoshen@cjlu.edu.cn (C.S.)
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Cites_doi 10.1109/JOE.2010.2054175
10.1109/TIM.2008.922111
10.1109/PEOCO.2010.5559191
10.1007/978-1-4419-8678-8
10.1109/IMCCC.2014.13
10.1109/TPEL.2004.833460
10.1109/JOE.2013.2278891
10.1109/TIA.2009.2027203
10.1109/TIM.2009.2015523
10.1109/ISCID.2012.210
10.1109/5.899059
10.1016/0041-624X(88)90055-8
10.1109/OCEANS.2018.8604736
10.1109/63.554167
10.1049/ip-b.1991.0035
10.23919/EUSIPCO.2017.8081632
10.1109/79.689583
10.1109/JOE.2015.2439851
10.1002/0471221104
10.1109/JOE.1986.1145209
10.1109/ICMO49322.2019.9025892
10.23919/OCEANS40490.2019.8962797
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Keywords DSP
FPGA
beamforming algorithm
3-D positioning multibeam sonar
multicore pipeline architecture
real-time system
array signal processing
hardware implementation
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References Vaccaro (ref_10) 1998; 15
Palmese (ref_23) 2010; 35
Palmese (ref_22) 2009; 58
ref_19
ref_18
ref_16
ref_15
Hwu (ref_14) 2009; 45
Murino (ref_8) 2000; 88
Paull (ref_11) 2014; 39
Kazimierczuk (ref_12) 1991; 138
ref_25
ref_24
Coates (ref_17) 1988; 26
ref_21
ref_20
ref_1
Budihardjo (ref_13) 1997; 12
ref_27
ref_26
Xue (ref_28) 2004; 19
Okino (ref_3) 1986; 11
ref_5
Liu (ref_2) 2015; 41
ref_4
ref_7
Trucco (ref_9) 2008; 57
ref_6
References_xml – ident: ref_7
– volume: 35
  start-page: 584
  year: 2010
  ident: ref_23
  article-title: An efficient digital czt beamforming design for near-field 3-d sonar imaging
  publication-title: IEEE J. Ocean. Eng.
  doi: 10.1109/JOE.2010.2054175
– ident: ref_5
– volume: 57
  start-page: 2348
  year: 2008
  ident: ref_9
  article-title: Devising an Affordable Sonar System for Underwater 3-D Vision
  publication-title: IEEE Trans. Instrum. Meas.
  doi: 10.1109/TIM.2008.922111
– ident: ref_15
  doi: 10.1109/PEOCO.2010.5559191
– ident: ref_19
  doi: 10.1007/978-1-4419-8678-8
– ident: ref_20
  doi: 10.1109/IMCCC.2014.13
– volume: 19
  start-page: 1305
  year: 2004
  ident: ref_28
  article-title: Topologies of single-phase inverters for small distributed power generators: An overview
  publication-title: IEEE Trans. Power Electron.
  doi: 10.1109/TPEL.2004.833460
– ident: ref_16
– volume: 39
  start-page: 131
  year: 2014
  ident: ref_11
  article-title: Auv navigation and localization: A review
  publication-title: IEEE J. Ocean. Eng.
  doi: 10.1109/JOE.2013.2278891
– volume: 45
  start-page: 1742
  year: 2009
  ident: ref_14
  article-title: Application-oriented low-side gate drivers
  publication-title: IEEE Trans. Ind. Appl.
  doi: 10.1109/TIA.2009.2027203
– volume: 58
  start-page: 2080
  year: 2009
  ident: ref_22
  article-title: Three-dimensional acoustic imaging by chirp zeta transform digital beamforming
  publication-title: IEEE Trans. Instrum. Meas.
  doi: 10.1109/TIM.2009.2015523
– ident: ref_18
– ident: ref_24
  doi: 10.1109/ISCID.2012.210
– ident: ref_21
– volume: 88
  start-page: 1903
  year: 2000
  ident: ref_8
  article-title: Three-dimensional image generation and processing in underwater acoustic vision
  publication-title: Proc. IEEE
  doi: 10.1109/5.899059
– volume: 26
  start-page: 59
  year: 1988
  ident: ref_17
  article-title: Design of matching networks for acoustic transducers
  publication-title: Ultrasonics
  doi: 10.1016/0041-624X(88)90055-8
– ident: ref_4
  doi: 10.1109/OCEANS.2018.8604736
– volume: 12
  start-page: 36
  year: 1997
  ident: ref_13
  article-title: Performance requirements for power mosfet models
  publication-title: IEEE Trans. Power Electron.
  doi: 10.1109/63.554167
– volume: 138
  start-page: 285
  year: 1991
  ident: ref_12
  article-title: Class d voltage-switching mosfet power amplifier
  publication-title: Electr. Power Appl. IEEE Proc. B
  doi: 10.1049/ip-b.1991.0035
– ident: ref_6
– ident: ref_27
  doi: 10.23919/EUSIPCO.2017.8081632
– volume: 15
  start-page: 21
  year: 1998
  ident: ref_10
  article-title: The past, present, and the future of underwater acoustic signal processing
  publication-title: IEEE Signal Process. Mag.
  doi: 10.1109/79.689583
– volume: 41
  start-page: 262
  year: 2015
  ident: ref_2
  article-title: A Low-Complexity Real-Time 3-D Sonar Imaging System with a Cross Array
  publication-title: IEEE J. Ocean. Eng.
  doi: 10.1109/JOE.2015.2439851
– ident: ref_1
  doi: 10.1002/0471221104
– volume: 11
  start-page: 474
  year: 1986
  ident: ref_3
  article-title: Measurement of seabed topography by multibeam sonar using cfft
  publication-title: IEEE J. Ocean. Eng.
  doi: 10.1109/JOE.1986.1145209
– ident: ref_26
  doi: 10.1109/ICMO49322.2019.9025892
– ident: ref_25
  doi: 10.23919/OCEANS40490.2019.8962797
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array signal processing
beamforming algorithm
hardware implementation
multicore pipeline architecture
real-time system
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Title Design and Implementation of a Real-Time Multi-Beam Sonar System Based on FPGA and DSP
URI https://www.ncbi.nlm.nih.gov/pubmed/33670662
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https://pubmed.ncbi.nlm.nih.gov/PMC7922857
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