Virtual Space-Time DiversityTurbo Equalization Using Cluster Sparse Proportional Recursive Least Squares Algorithm for Underwater Acoustic Communications
Source abstract
Abstract
The oceanic positioning, navigation and timing (PNT) network requires high-quality underwater acoustic message transmission. Turbo equalization technology has exhibited superior performance for underwater acoustic (UWA) communications compared with conventional channel equalizers. To overcome the performance reduction caused by severe doubly selective UWA channels, the virtual space-time diversity soft direct-adaptation turbo equalization is proposed for UWA communications. The proposed scheme improves the ability of the typical turbo equalizer to deal with both Doppler and multipath effects for time varying channels. We utilize a fractionally spaced soft interference cancellation equalizer (FS-SE) instead of a hard decision to constitute the soft-input soft-output (SISO) equalizer. Combined with another virtual time-reversal mirror equalizer component, we can obtain virtual space and time diversity with only a single receiving transducer and mitigate the error propagation phenomenon of the feedback filter. To satisfy the sparse UWA channel, the ℓp,q-PRLS algorithm is applied to adaptive updates for FS-SE. In the proposed scheme, an adjustable interpolator and digital phase-locked loop are embedded into the equalizer to overcome the residual Doppler frequency shift and recover the timing distortion. Results of simulations and field lake trial show that the proposed scheme achieves better performance than existing ones under the same equalizer order.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Underwater Vehicles and Communication Systems · Indoor and Outdoor Localization Technologies · Underwater Acoustics Research
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
GNSS Research Center, Wuhan University, Wuhan 430072, China
Electronic Information School, Wuhan University, Wuhan 430072, China
School of Computer Science, Wuhan University, Wuhan 430079, China
Funding
National Key Research and Development Program of China
References (47)
Show source-provided references
1. Integration of Communication, Positioning, Navigation and Timing for Deep-Sea Vehicles10.1109/MNET.001.1900294 ↗
2. Lv, C., Shen, B., and Zhang, S. (2022, January 15–17). Study of Underwater Acoustic Positioning and Communication Integrated System Signal. Proceedings of the 2022 7th International Conference on Intelligent Computing and Signal Processing (ICSP), Xi’an, China.10.1109/ICSP54964.2022.9778776 ↗
3. İnce, T., and Çakir, S. (2022, January 15–18). Tightly and Loosely Coupled Architectures for Inertial Navigation System and Doppler Velocity Log Integration at Autonomous Underwater Vehicles. Proceedings of the 2022 30th Signal Processing and Communications Applications Conference (SIU), Safranbolu, Turkey.10.1109/SIU55565.2022.9864666 ↗
4. Furfaro, T.C., and Alves, J. (2015, January 19–22). A communications and relative navigation architecture for underwater vehicle coordination. Proceedings of the OCEANS 2015—MTS/IEEE Washington, Washington, DC, USA.10.23919/OCEANS.2015.7401936 ↗
5. Statistical Characterization and Computationally Efficient Modeling of a Class of Underwater Acoustic Communication Channels10.1109/JOE.2013.2278787 ↗
6. Shallow Underwater Acoustic Massive MIMO Communications10.1109/TSP.2021.3050037 ↗
7. Lv, Z., Du, L., and Li, H. (2022). Influence of Temporal and Spatial Fluctuations of the Shallow Sea Acoustic Field on Underwater Acoustic Communication. Sensors, 22.10.3390/s22155795 ↗
8. Statistical Modeling and Performance Analysis of Cooperative Communication in Frequency-Selective Underwater Acoustic Channel Using Vector Sensor10.1109/JSEN.2021.3049287 ↗
9. Multicarrier Acoustic Communications in Multiuser and Interference-Limited Regimes10.1109/JOE.2022.3212826 ↗
10. Time-varying carrier frequency offset estimation in OFDM underwater acoustic communication10.1016/j.sigpro.2021.108299 ↗
11. Turbo equalization: Principles and new results10.1109/TCOMM.2002.1006557 ↗
12. Iterative channel estimation for turbo equalization of time-varying frequency-selective channels10.1109/TWC.2004.837421 ↗
13. Adaptive equalization in a turbo loop10.1109/TWC.2015.2432764 ↗
14. Frequency domain direct adaptive turbo equalization based on block normalized minimum-SER for underwater acoustic communications10.1016/j.apacoust.2023.109266 ↗
15. Efficient adaptive turbo equalization for multiple-input–multiple-output underwater acoustic communications10.1109/JOE.2017.2707285 ↗
16. Soft direct-adaptation based bidirectional turbo equalization for MIMO underwater acoustic communications10.1109/CC.2017.8010969 ↗
17. Very-High-Frequency Single-Input–Multiple-Output Acoustic Communication in Shallow Water10.1109/JOE.2018.2855298 ↗
18. Spatial and time-reversal diversity aided least-symbol-error-rate turbo receiver for underwater acoustic communications10.1109/ACCESS.2018.2805816 ↗
19. Recursive Least Squares-Algorithm-Based Normalized Adaptive Minimum Symbol Error Rate Equalizer10.1109/LCOMM.2022.3199751 ↗
20. Joint Vector Sensor Beam Steering and Passive Time Reversal for Underwater Acoustic Communications10.1109/ACCESS.2022.3183348 ↗
21. Time Diversity Passive Time Reversal for Underwater Acoustic Communications10.1109/ACCESS.2019.2898983 ↗
22. Spectral analysis of fractionally-spaced MMSE equalizers and stability of the LMS algorithm
23. Sparsity-Aware Adaptive Turbo Equalization for Underwater Acoustic Communications in the Mariana Trench10.1109/JOE.2020.2982808 ↗
24. Multitask Sparse Bayesian Channel Estimation for Turbo Equalization in Underwater Acoustic Communications10.1109/JOE.2022.3229902 ↗
25. Bayesian Iterative Channel Estimation and Turbo Equalization for Multiple-Input-Multiple-Output Underwater Acoustic Communications10.1109/JOE.2019.2956299 ↗
26. Joint Channel Estimation and Decoding for Underwater Acoustic Communication with a Short Pilot Sequence10.1109/JOE.2022.3225006 ↗
27. Meng, Q., Huang, J., and Han, J. (2012, January 21–24). An improved direct adaptive multichannel turbo equalization scheme for underwater communications. Proceedings of the Oceans 2012—Yeosu, Yeosu, Republic of Korea.
28. Sparse direct adaptive equalization based on proportionate recursive least squares algorithm for multiple-input multiple-output underwater acoustic communications10.1121/10.0002276 ↗
29. VFF l_1-norm penalised WL-RLS algorithm using DCD iterations for underwater acoustic communication10.1049/iet-com.2016.1012 ↗
30. Sparse direct adaptive equalization for single-carrier MIMO underwater acoustic communications10.1109/JOE.2019.2946679 ↗
31. Soft-decision-driven sparse channel estimation and turbo equalization for MIMO underwater acoustic communications10.1109/ACCESS.2018.2794455 ↗
32. Proportionate RLS with l1 norm regularization: Performance analysis and fast implementation10.1016/j.dsp.2021.103366 ↗
33. Qin, Z., Tao, J., Tong, F., and Zhang, H. (2019, January 17–20). A fast proportionate RLS adaptive equalization for underwater acoustic communications. Proceedings of the OCEANS 2019—Marseille, Marseille, France.10.1109/OCEANSE.2019.8867338 ↗
34. Underwater decode-interleave-forward cooperative strategy for underwater acoustic communication10.1109/ACCESS.2019.2897110 ↗
35. Shot Interference Detection and Mitigation for Underwater Acoustic Communication Systems10.1109/TCOMM.2021.3056107 ↗
36. High-rate communication for underwater acoustic channels using multiple transmitters and space–time coding: Receiver structures and experimental results10.1109/JOE.2007.899275 ↗
37. Wang, S., Liu, M., and Li, D. (2021). Bayesian learning-based clustered-sparse channel estimation for time-varying underwater acoustic OFDM communication. Sensors, 21.10.3390/s21144889 ↗
38. A Symbol-Based Passband Doppler Tracking and Compensation Algorithm for Underwater Acoustic DSSS Communications10.23919/JCIN.2020.9130433 ↗
39. Digital Self-Interference Cancellation for Full-Duplex Underwater Acoustic Systems10.1109/TCSII.2019.2904391 ↗
40. Simulations of code and carrier loop by Farrow interpolation in BD Navigation System
41. Doppler scale estimation for varied speed mobile frequency-hopped binary frequency-shift keying underwater acoustic communication10.1121/1.5119263 ↗
42. Robust equalization of mobile underwater acoustic channels10.1109/JOE.2015.2469895 ↗
43. Riedl, T., and Singer, A. (2013, January 10–14). MUST-READ: Multichannel sample-by-sample turbo resampling equalization and decoding. Proceedings of the 2013 MTS/IEEE OCEANS—Bergen, Bergen, Norway.10.1109/OCEANS-Bergen.2013.6608187 ↗
44. Cluster-Sparse Proportionate NLMS Algorithm with the Hybrid Norm Constraint10.1109/ACCESS.2018.2867561 ↗
45. Performance Analysis of Underwater Acoustic Communications in Barrow Strait10.1109/JOE.2021.3067240 ↗
46. Performance of single empirical orthogonal function regression method in global sound speed profile inversion and sound field prediction10.1016/j.apor.2023.103598 ↗
47. Inter-carrier interference-aware sparse time-varying underwater acoustic channel estimation based on fast reconstruction algorithm10.23919/JCC.2021.03.017 ↗