Abstract
Driven by the huge demand to explore oceans, underwater wireless communications have been rapidly developed in the past few decades. Due to the complex physical characteristics of water, acoustic wave is the only media available for underwater wireless communication at any distance. As a result, underwater acoustic communication (UAC) is the major research field in underwater wireless communication. In this paper, characteristics of underwater acoustic channels are first introduced and compared with terrestrial communication to demonstrate the difficulties in UAC research. To give a general impression of the UAC, current important research areas are mentioned. Furthermore, different principal modulation-based schemes for short- and medium-range communications with high data rates are investigated and summarized. To evaluate the performance of UAC systems in general, three criteria are presented based on the research publications and our years of experience in high-rate short- to medium-range communications. These three criteria provide useful tools to generally guide the design and evaluate the performance of underwater acoustic communication systems.
Similar content being viewed by others
References
Aydinlik M, Ozdemir AT, Stajanovic M, 2008. A physical layer implementation on reconfigurable underwater acoustic modem. OCEANS, p.1–4. https://doi.org/10.1109/OCEANS.2008.5152044
Bejjani E, Belfiore JC, 1996. Multicarrier coherent communications for the underwater acoustic channel. OCEANS, p.1125–1130. https://doi.org/10.1109/OCEANS.1996.569060
Benson CR, Ryan MJ, Frater MR, 2012. Towards robust high data-rate hydro-acoustic modems. OCEANS, p.1–3. https://doi.org/10.1109/OCEANS.2012.6404887
Berger CR, Zhou S, Preisig JC, et al., 2009. Sparse channel estimation for multicarrier underwater acoustic communication: from subspace methods to compressed sensing. OCEANS, p.1–8. https://doi.org/10.1109/OCEANSE.2009.5278228
Beygi S, Mitra U, 2012. Optimal Bayesian resampling for OFDM signaling over multi-scale multi-lag channels. IEEE Signal Process Lett, 20(11):1118–1121. https://doi.org/10.1109/LSP.2013.2282339
Cai LF, Pan X, Xu W, et al., 2009. Underwater acoustic MIMO communication based on active time reversal. Conf on Postgraduate Research in Microelectronics Electronics, p.45–48. https://doi.org/10.1109/PRIMEASIA.2009.5397452
Candy JV, Poggio AJ, Chambers DH, et al., 2005. Multichannel time-reversal processing for acoustic communications in a highly reverberant environment. J Acoust Soc Am, 118(4):2339–2354. https://doi.org/10.1121/1.2011167
Carrascosa PC, Stojanovic M, 2010. Adaptive channel estimation and data detection for underwater acoustic MIMO-OFDM systems. IEEE J Ocean Eng, 35(3):635–646. https://doi.org/10.1109/JOE.2010.2052326
Carroll P, Zhou SL, Mahmood K, et al., 2012. On-demand asynchronous localization for underwater sensor networks. OCEANS, p.1–4. https://doi.org/10.1109/OCEANS.2012.6404938
Casey K, Lim A, Dozier G, 2008. A sensor network architecture for tsunami detection and response. Int J Distr Sens Netw, 4(1):28–43. https://doi.org/10.1080/15501320701774675
Catipovic J, Deffenbaugh M, Freitag L, et al., 1989. An acoustic telemetry system for deep ocean mooring data acquisition and control. OCEANS, p.887–892. https://doi.org/10.1109/OCEANS.1989.586702
Chen ZR, Zheng YR, Wang JT, et al., 2013. Synchronization and Doppler scale estimation with dual PN padding TDS-OFDM for underwater acoustic communication. OCEANS, p.1–4. https://doi.org/10.23919/OCEANS.2013.6741170
Cho SE, Song HC, Hodgkiss WS, 2013. Multiuser acoustic communications with mobile users. J Acoust Soc Am, 133(2):880–890. https://doi.org/10.1121/1.4773267
Climent S, Capella JV, Meratnia N, et al., 2012. Underwater sensor networks: a new energy efficient and robust architecture. Sensors, 12(1):704–731. https://doi.org/10.3390/s120100704
Climent S, Sanchez A, Capella JV, et al., 2014. Underwater acoustic wireless sensor networks: advances and future trends in physical, MAC and routing layers. Sensors, 14(1):795–833. https://doi.org/10.3390/s140100795
Ebihara T, Leus G, 2016. Doppler-resilient orthogonal signal-division multiplexing for underwater acoustic communication. IEEE J Ocean Eng, 41(2):408–427. https://doi.org/10.1109/JOE.2015.2454411
Ebihara T, Mizutani K, 2014. Underwater acoustic communication with an orthogonal signal division multiplexing scheme in doubly spread channels. IEEE J Ocean Eng, 39(1):47–58. https://doi.org/10.1109/JOE.2013.2245273
Edelmann GF, Akal T, Hodgkiss WS, et al., 2002. An initial demonstration of underwater acoustic communication using time reversal. IEEE J Ocean Eng, 27(3):602–609. https://doi.org/10.1109/JOE.2002.1040942
Edelmann GF, Song HC, Kim S, et al., 2005. Underwater acoustic communications using time reversal. IEEE J Ocean Eng, 30(4):852–864. https://doi.org/10.1109/JOE.2005.862137
Falconer D, Ariyavisitakul SL, Benyamin-Seeyar A, et al., 2002. Frequency domain equalization for single-carrier broadband wireless systems. IEEE Commun Mag, 40(4):58–66. https://doi.org/10.1109/35.995852
Fan GY, Chen HF, Xie L, et al., 2013. A hybrid reservation-based MAC protocol for underwater acoustic sensor networks. Ad Hoc Netw, 11(3):1178–1192. https://doi.org/10.1016/j.adhoc.2013.01.002
Fink M, 2001. Time reversed acoustics. Phys Today, 50(3):34–40. https://doi.org/10.1063/1.881692
Freitag L, Stojanovic M, Kilfoyle D, et al., 2004. High-rate phase-coherent acoustic communication: a review of a decade of research and a perspective on future challenges. Proc 7th European Conf on Underwater Acoustic, p.1–6.
Green MD, Rice JA, 2000. Channel-tolerant FH-MFSK acoustic signaling for undersea communications and networks. IEEE J Ocean Eng, 25(1):28–39. https://doi.org/10.1109/48.820734
Guo Y, Liu Y, 2013. Localization for anchor-free underwater sensor networks. Comput Electr Eng, 39(6):1812–1821. https://doi.org/10.1016/j.compeleceng.2013.02.001
Han J, Chepuri SP, Zhang QF, et al., 2018. Iterative pervector equalization for orthogonal signal-division multiplexing over time-varying underwater acoustic channels. IEEE J Ocean Eng, PP(99):1–16. https://doi.org/10.1109/JOE.2017.2787898
Hao J, Zheng YR, Wang JT, et al., 2012. Dual PN padding TDS-OFDM for underwater acoustic communication. OCEANS, p.1–4. https://doi.org/10.1109/OCEANS.2012.6404998
Hayward TJ, Yang TC, 2007. Single- and multi-channel underwater acoustic communication channel capacity: a computational study. J Acoust Soc Am, 122(3):1652. https://doi.org/10.1121/1.2749709
He C, Huang J, Zhang Q, et al., 2009. Single carrier frequency domain equalizer for underwater wireless communication. WRI Int Conf on Communications and Mobile Computing, p.186–190. https://doi.org/10.1109/CMC.2009.24
He C, Jing L, Xi R, et al., 2017. Improving passive time reversal underwater acoustic communications using subarray processing. Sensors, 17(4):E937. https://doi.org/10.3390/s17040937
Huang J, Sun J, He C, et al., 2005. Experimental research on high rate OFDM underwater acoustic communication. National Academic Conf on Communication Theory and Signal Processing, p.311–315 (in Chinese).
Huang J, He C, Zhang Q, et al., 2007. Cyclic prefixed single carrier transmission for underwater acoustic communication. IEEE TENCON, p.1–4. https://doi.org/10.1109/TENCON.2007.4428871
Huang J, Zhou SL, Willett P, 2008. Nonbinary LDPC coding for multicarrier underwater acoustic communication. IEEE J Sel Areas Commun, 26(9):1684–1696. https://doi.org/10.1109/JSAC.2008.081208
Huang J, Huang JZ, Berger CR, et al., 2010. Iterative sparse channel estimation and decoding for underwater MIMO-OFDM. EURASIP J Adv Signal Process, 2010(1):460379. https://doi.org/10.1155/2010/460379
Huang J, Zhou S, Huang J, et al., 2011. Progressive intercarrier interference equalization for OFDM transmission over time-varying underwater acoustic channels. IEEE J Sel Top Signal Process, 5(8):1524–1536. https://doi.org/10.1109/JSTSP.2011.2160040
Jurdak R, Aguiar P, Baldi P, et al., 2007. Software modems for underwater sensor networks. OCEANS, p.1–6. https://doi.org/10.1109/OCEANSE.2007.4302209
Kang T, Iltis RA, 2008. Iterative carrier frequency offset and channel estimation for underwater acoustic OFDM systems. IEEE J Sel Areas Commun, 26(9):1650–1661. https://doi.org/10.1109/JSAC.2008.081205
Kilfoyle DB, Baggeroer AB, 2000. The state of the art in underwater acoustic telemetry. IEEE J Ocean Eng, 25(1):4–27. https://doi.org/10.1109/48.820733
Kilfoyle DB, Preisig JC, Baggeroer AB, 2003. Spatial modulation over partially coherent multiple-input/multiple-output channels. IEEE Trans Signal Process, 51(3):794–804. https://doi.org/10.1109/TSP.2002.808118
Kilfoyle DB, Preisig JC, Baggeroer AB, 2005. Spatial modulation experiments in the underwater acoustic channel. IEEE J Ocean Eng, 30(2):406–415. https://doi.org/10.1109/JOE.2004.834168
Kredo K II, Djukic P, Mohapatra P, 2009. Stump: exploiting position diversity in the staggered TDMA underwater MAC protocol. IEEE INFOCOM, p.2961–2965. https://doi.org/10.1109/INFCOM.2009.5062267
Kumar P, Kumar P, Priyadarshini P, et al., 2012. Underwater acoustic sensor network for early warning generation. OCEANS, p.1–6. https://doi.org/10.1109/OCEANS.2012.6405009
Kuperman WA, Hodgkiss WS, Song HC, et al., 1998. Phase conjugation in the ocean: experimental demonstration of an acoustic time-reversal mirror. J Acoust Soc Am, 103(5):25–40. https://doi.org/10.1121/1.423233
Labat J, Lapierre G, Trubuil J, 2003. Iterative equalization for underwater acoustic channels potentiality for the tpident system. OCEANS, p.1547–1553. https://doi.org/10.1109/OCEANS.2003.178098
Lam WK, Ormondroyd RF, 1997. A coherent COFDM modulation system for a time-varying frequency-selective underwater acoustic channel. 7th Int Conf on Electronic Engineering in Oceanography—Technology Transfer from Research to Industry, p.198–203. https://doi.org/10.1049/cp:19970684
Leus G, van Walree PA, 2008. Multiband OFDM for covert acoustic communications. IEEE J Sel Areas Commun, 26(9):1662–1673. https://doi.org/10.1109/JSAC.2008.081206
Li BS, Zhou SL, Stojanovic M, et al., 2006. Pilot-tone based ZP-OFDM demodulation for an underwater acoustic channel. OCEANS, p.1–5. https://doi.org/10.1109/OCEANS.2006.306838
Li BS, Zhou SL, Stojanovic M, et al., 2007a. MIMO-OFDM over an underwater acoustic channel. OCEANS, p.1–6. https://doi.org/10.1109/OCEANS.2007.4449296
Li BS, Zhou SL, Stojanovic M, et al., 2007b. Non-uniform Doppler compensation for zero-padded OFDM over fast-varying underwater acoustic channels. OCEANS, p.1–6. https://doi.org/10.1109/OCEANSE.2007.4302478
Li BS, Huang J, Zhou SL, et al., 2008a. Further results on high-rate MIMO-OFDM underwater acoustic communications. OCEANS, p.1–6. https://doi.org/10.1109/OCEANS.2008.5152056
Li BS, Zhou SL, Stojanovic M, et al., 2008b. Multicarrier communication over underwater acoustic channels with nonuniform Doppler shifts. IEEE J Ocean Eng, 33(2):198–209. https://doi.org/10.1109/JOE.2008.920471
Li BS, Huang J, Zhou SL, et al., 2009. MIMO-OFDM for high-rate underwater acoustic communications. IEEE J Ocean Eng, 34(4):634–644. https://doi.org/10.1109/JOE.2009.2032005
Li JH, Zakharov YV, 2018. Efficient use of space-time clustering for underwater acoustic communications. IEEE J Ocean Eng, 43(1):173–183. https://doi.org/10.1109/JOE.2017.2688558
Li Y, Huang HN, 2010. The design and experiment of a software-defined acoustic modem for underwater sensor network. OCEANS, p.1–4. https://doi.org/10.1109/OCEANSSYD.2010.5603525
Muquet B, Wang ZD, Giannakis GB, et al., 2002. Cyclic prefixing or zero padding for wireless multicarrier transmissions? IEEE Trans Commun, 50(12):2136–2148. https://doi.org/10.1109/TCOMM.2002.806518
Otnes R, Eggen TH, 2008. Underwater acoustic communications: long-term test of turbo equalization in shallow water. IEEE J Ocean Eng, 33(3):321–334. https://doi.org/10.1109/JOE.2008.925893
Pajovic M, Preisig JC, 2015. Performance analysis and optimal design of multichannel equalizer for underwater acoustic communications. IEEE J Ocean Eng, 40(4):759–774. https://doi.org/10.1109/JOE.2015.2469935
Pompili D, Akyildiz IF, 2009. Overview of networking protocols for underwater wireless communications. IEEE Commun Mag, 47(1):97–102. https://doi.org/10.1109/MCOM.2009.4752684
Pompili D, Melodia T, Akyildiz IF, 2009. A CDMA-based medium access control for underwater acoustic sensor networks. IEEE Trans Wirel Commun, 8(4):1899–1909. https://doi.org/10.1109/TWC.2009.080195
Porter MB, Liu YC, 1994. Finite-element ray tracing. Int Conf on Theoretical and Computational Acoustics, p.947–956.
Porter MB, Qarabaqi P, Stojanovic M, et al., 2014. BELLHOP. https://doi.org/oalib.hlsresearch.com/Rays/index.html
Preisig JC, 2005. Performance analysis of adaptive equalization for coherent acoustic communications in the time-varying ocean environment. J Acoust Soc Am, 118(1):263–278. https://doi.org/10.1121/1.1907106
Qarabaqi P, Stojanovic M, 2013. Statistical characterization and computationally efficient modeling of a class of underwater acoustic communication channels. IEEE J Ocean Eng, 38(4):701–717. https://doi.org/10.1109/JOE.2013.2278787
Rafati A, Lou H, Xiao CS, 2014. Soft-decision feedback turbo equalization for LDPC-coded MIMO underwater acoustic communications. IEEE J Ocean Eng, 39(1):90–99. https://doi.org/10.1109/JOE.2013.2241933
Riedl T, Singer A, 2013. Must-read: multichannel sample-by-sample turbo resampling equalization and decoding. OCEANS, p.1–5. https://doi.org/10.1109/oceans-bergen.2013.6608187
Rouseff D, Badiey M, Song AJ, 2007. Propagation physics effects on coherent underwater acoustic communications: results from KauaiEx 2003. OCEANS, p.1–4. https://doi.org/10.1109/OCEANSE.2007.4302269
Roy S, Duman TM, Ghazikhanian L, et al., 2004. Enhanced underwater acoustic communication performance using space-time coding and processing. OCEANS, p.26–33. https://doi.org/10.1109/OCEANS.2004.1402890
Roy S, Duman TM, McDonald V, et al., 2007. High-rate communication for underwater acoustic channels using multiple transmitters and space time coding: receiver structures and experimental results. IEEE J Ocean Eng, 32(3):663–688. https://doi.org/10.1109/JOE.2007.899275
Roy S, Duman TM, Mcdonald VK, 2009. Error rate improvement in underwater MIMO communications using sparse partial response equalization. IEEE J Ocean Eng, 34(2):181–201. https://doi.org/10.1109/JOE.2009.2014658
Rugini L, Banelli P, Leus G, 2006. Low-complexity banded equalizers for OFDM systems in Doppler spread channels. EURASIP J Adv Signal Process, 2006:07404. https://doi.org/10.1155/ASP/2006/67404
Sang EF, Xu XK, Qiao G, et al., 2009. Application study of turbo code for underwater acoustic communication based on OFDM. J Harbin Eng Univ, 30(1):60–66 (in Chinese). https://doi.org/10.3969/j.issn.1006-7043.2009.01.011
Scussel KF, Rice JA, Merriam S, 1997. A new MFSK acoustic modem for operation in adverse underwater channels. OCEANS, p.247–254. https://doi.org/10.1109/OCEANS.1997.634370
Sharif BS, Neasham J, Hinton OR, et al., 2000. A computationally efficient Doppler compensation system for underwater acoustic communications. IEEE J Ocean Eng, 25(1):52–61. https://doi.org/10.1109/48.820736
Shimura T, Ochi H, Watanabe Y, et al., 2010. Experiment results of time-reversal communication at the range of 300 km. Jpn J Appl Phys, 49(7):07HG11. https://doi.org/10.1143/JJAP.49.07HG11
Shimura T, Ochi H, Watanabe Y, et al., 2012a. Demonstration of time reversal communication combined with spread spectrum at the range of 900 km in deep ocean. Acoust Sci Technol, 33(2):113–116. https://doi.org/10.1250/ast.33.113
Shimura T, Watanabe Y, Ochi H, et al., 2012b. Long-range time reversal communication in deep water: experimental results. J Acoust Soc Am, 132(1):EL49–EL53. https://doi.org/10.1121/1.4730038
Shimura T, Kida Y, Deguchi M, et al., 2017. Experimental study on multiple-input/multiple-output communication with time reversal in deep ocean. Jpn J Appl Phys, 56(7S1):07JG03. https://doi.org/10.7567/JJAP.56.07JG03
Song A, Badiey M, 2012. Time reversal acoustic communication for multiband transmission. J Acoust Soc Am, 131(4):EL283–EL288. https://doi.org/10.1121/1.3690965
Song A, Badiey M, McDonald VK, et al., 2011. Time reversal receivers for high data rate acoustic multiple-input multiple-output communication. IEEE J Ocean Eng, 36(4):525–538. https://doi.org/10.1109/JOE.2011.2166660
Song HC, Hodgkiss WS, 2013. Efficient use of bandwidth for underwater acoustic communication. J Acoust Soc Am, 134(2):905–908. https://doi.org/10.1121/1.4812762
Song HC, Hodgkiss WS, Kuperman WA, et al., 2006. Improvement of time-reversal communications using adaptive channel equalizers. IEEE J Ocean Eng, 31(2):487–496. https://doi.org/10.1109/JOE.2006.876139
Stojanovic M, 1995. Underwater acoustic communications. Proc Electro/Int, p.435–440. https://doi.org/10.1109/ELECTR.1995.471021
Stojanovic M, 1996. Recent advances in high-speed underwater acoustic communications. IEEE J Ocean Eng, 21(2):125–136. https://doi.org/10.1109/48.486787
Stojanovic M, 2006a. Low complexity OFDM detector for underwater acoustic channels. OCEANS, p.1–6. https://doi.org/10.1109/48.486787
Stojanovic M, 2006b. On the relationship between capacity and distance in an underwater acoustic communication channel. SIGMOBILE Mob Comput Commun Rev, 11(4):41–47. https://doi.org/10.1145/1161039.1161049
Stojanovic M, 2008. Underwater acoustic communications: design considerations on the physical layer. 5th Annual Conf on Wireless on Demand Network Systems and Services, p.1–10. https://doi.org/10.1109/WONS.2008.4459349
Stojanovic M, Catipovic J, Proakis JG, 1993. Adaptive multichannel combining and equalization for underwater acoustic communications. J Acoust Soc Am, 94(3):1621–1631. https://doi.org/10.1121/1.408135
Stojanovic M, Catipovic JA, Proakis JG, 1994. Phase-coherent digital communications for underwater acoustic channels. IEEE J Ocean Eng, 19(1):100–111. https://doi.org/10.1109/48.289455
Stojanovic M, Freitag L, Johnson M, 1999. Channel-estimation-based adaptive equalization of underwater acoustic signals. OCEANS, p.590–595. https://doi.org/10.1109/OCEANS.1999.804768
Syed AA, Ye W, Heidemann J, et al., 2007. Understanding spatio-temporal uncertainty in medium access with aloha protocols. 2nd Workshop on Underwater Networks, p.41–48. https://doi.org/10.1145/1287812.1287822
Tao J, Zheng YR, Xiao CS, et al., 2010. Robust MIMO underwater acoustic communications using turbo block decision-feedback equalization. IEEE J Ocean Eng, 35(4):948–960. https://doi.org/10.1109/JOE.2010.2077831
Thornton B, Bodenmann A, Asada A, et al., 2012. Acoustic and visual instrumentation for survey of manganese crusts using an underwater vehicle. OCEANS, p.1–10. https://doi.org/10.1109/OCEANS.2012.6404789
Thorp WH, 1967. Analytic description of the low frequency attenuation coefficient. J Acoust Soc Am, 42(1):270. https://doi.org/10.1121/1.1910566
Tindle CT, 2002. Wavefronts and waveforms in deep-water sound propagation. J Acoust Soc Am, 112(2):464–475. https://doi.org/10.1121/1.1489437
Trevathan J, Johnstone R, Chiffings T, et al., 2012. SEMAT — the next generation of inexpensive marine environmental monitoring and measurement systems. Sensors, 12(7):9711–9748. https://doi.org/10.3390/s120709711
van Walree PA, 2013. Propagation and scattering effects in underwater acoustic communication channels. IEEE J Ocean Eng, 38(4):614–631. https://doi.org/10.1109/JOE.2013.2278913
Wang ZH, Zhou SL, Giannakis GB, et al., 2012. Frequency-domain oversampling for zero-padded OFDM in underwater acoustic communications. IEEE J Ocean Eng, 37(1):14–24. https://doi.org/10.1109/JOE.2011.2174070
Watfa MK, Selman S, Denkilkian H, 2010. UW-MAC: an underwater sensor network MAC protocol. Int J Commun Syst, 23(4):485–506. https://doi.org/10.1002/dac.1086
Wei ZF, Huang JG, 2006. MFSK based multi-carrier UWA communication system and lake experiment. Wirel Commun Technol, 15(2):9–13 (in Chinese). https://doi.org/10.3969/j.issn.1003-8329.2006.02.003
Wu FF, Huang JG, He CB, 2010. Experimental research on long-range high-speed underwater acoustic communication. Comput Meas Contr, 18(8):1837–1839 (in Chinese).
Xia ML, Xu W, Pan X, 2012. Time reversal based channel tracking for underwater acoustic communications. J Acoust Soc Am, 131(4):3277. https://doi.org/10.1121/1.4708253
Xia ML, Rouseff D, Ritcey JA, et al., 2014. Underwater acoustic communication in a highly refractive environment using SC-CFDE. IEEE J Ocean Eng, 39(39):491–499. https://doi.org/10.1109/JOE.2013.2257232
Xu ZY, Zakharov YV, Kodanev VP, 2007. Space-time signal processing of OFDM signals in fast-varying underwater acoustic channel. OCEANS, p.1–6. https://doi.org/10.1109/OCEANSE.2007.4302328
Yalcuk A, Postalcioglu S, 2015. Evaluation of pool water quality of trout farms by fuzzy logic: monitoring of pool water quality for trout farms. Int J Environ Sci Technol, 12(5):1503–1514. https://doi.org/10.1007/s13762-014-0536-9
Yang TC, 2004. Performance comparisons between passive phase conjugation and decision feedback equalizer for underwater acoustic communications. J Acoust Soc Am, 115(5):2505–2506. https://doi.org/10.1121/1.4783079
Yang TC, 2005. Correlation-based decision-feedback equalizer for underwater acoustic communications. IEEE J Ocean Eng, 30(4):865–880. https://doi.org/10.1109/JOE.2005.862126
Yang TC, 2007. A study of spatial processing gain in underwater acoustic communications. IEEE J Ocean Eng, 32(3):689–709. https://doi.org/10.1109/JOE.2007.897072
Yang TC, 2012. Properties of underwater acoustic communication channels in shallow water. J Acoust Soc Am, 131(1):129–145. https://doi.org/10.1121/1.3664053
Yeo HK, Sharif BS, Hinton OR, et al., 2000. Improved RLS algorithm for time-variant underwater acoustic communications. Electron Lett, 36(2):191–192. https://doi.org/10.1049/el:20000190
Yerramalli S, Mitra U, 2011. Optimal resampling of OFDM signals for multiscale-multilag underwater acoustic channels. IEEE J Ocean Eng, 36(1):126–138. https://doi.org/10.1109/JOE.2010.2093752
Yerramalli S, Stojanovic M, Mitra U, 2012. Partial FFT demodulation: a detection method for highly Doppler distorted OFDM systems. IEEE Trans Signal Process, 60(11):5906–5918. https://doi.org/10.1109/TSP.2012.2210547
Zhang J, Zheng YR, 2010. Bandwidth-efficient frequency-domain equalization for single carrier multiple-input multiple-output underwater acoustic communications. J Acoust Soc Am, 128(5):2910–9. https://doi.org/10.1121/1.3480569
Zhang J, Zheng YR, 2011. Frequency-domain turbo equalization with soft successive interference cancellation for single carrier MIMO underwater acoustic communications. IEEE Trans Wirel Commun, 10(9):2872–2882. https://doi.org/10.1109/TWC.2011.072511.100324
Zheng YR, Xiao CS, Yang TC, et al., 2007. Frequency-domain channel estimation and equalization for single carrier underwater acoustic communications. OCEANS, p.1–6. https://doi.org/10.1109/OCEANS.2007.4449247
Zheng YR, Xiao CS, Liu X, et al., 2008. Further results on frequency-domain channel equalization for single carrier underwater acoustic communications. OCEANS, p.1–6. https://doi.org/10.1109/OCEANSKOBE.2008.4531074
Zheng YR, Xiao CS, Yang TC, et al., 2010. Frequency-domain channel estimation and equalization for shallow-water acoustic communications. Phys Commun, 3(1): 48–63. https://doi.org/10.1016/j.phycom.2009.08.010
Zoksimovski A, Rappaport C, Sexton D, et al., 2012. Underwater electromagnetic communications using conduction: channel characterization. Ad Hoc Netw, 34:42–51. https://doi.org/10.1016/j.adhoc.2015.01.017
Author information
Authors and Affiliations
Corresponding author
Additional information
Project supported by the National Key R&D Program of China (No. 2016YFC1400200) and the National Natural Science Foundation of China (Nos. 61771396 and 61471298)
Rights and permissions
About this article
Cite this article
Huang, Jg., Wang, H., He, Cb. et al. Underwater acoustic communication and the general performance evaluation criteria. Frontiers Inf Technol Electronic Eng 19, 951–971 (2018). https://doi.org/10.1631/FITEE.1700775
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1631/FITEE.1700775
Key words
- Underwater acoustic communication
- Underwater acoustic channels
- High data rate
- Communication range
- Bandwidth efficiency
- General evaluation criterion