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| 1 | Artificial intelligence for satellite communication: A review显示文摘Satellite communication offers the prospect of service continuity over uncovered and under-covered areas,service ubiquity,and service scalability.However,several challenges must first be addressed to realize these benefits,as the resource management,network control,network security,spectrum management,and energy usage of satellite networks are more challenging than that of terrestrial networks.Meanwhile,artificial intelligence(AI),including machine learning,deep learning,and reinforcement learning,has been steadily growing as a research field and has shown successful results in diverse applications,including wireless communication.In particular,the application of AI to a wide variety of satellite communication aspects has demonstrated excellent potential,including beam-hopping,anti-jamming,network traffic forecasting,channel modeling,telemetry mining,ionospheric scintillation detecting,interference managing,remote sensing,behavior modeling,space-air-ground integrating,and energy managing.This work thus provides a general overview of AI,its diverse sub-fields,and its state-of-the-art algorithms.Several challenges facing diverse aspects of satellite communication systems are then discussed,and their proposed and potential AI-based solutions are presented.Finally,an outlook of field is drawn,and future steps are suggested. | Fares Fourati Mohamed-Slim Alouini | 2021 | Intelligent and Converged Networks2021，2，3： | 4 |
| 2 | Analysis of 3D localization in underwater optical wireless networks with uncertain anchor positions显示文摘Localization accuracy is of paramount importance for the proper operation of underwater optical wireless sensor networks(UOWSNs).However,underwater localization is prone to hostile environmental impediments such as drifts owing to the surface and deep currents.These cause uncertainty in the deployed anchor node positions and pose daunting challenges to achieve accurate location estimations.Therefore,this paper analyzes the performance of three-dimensional(3D)localization for UOWSNs and derives a closedform expression for the Cramer Rao lower bound(CRLB)by using time of arrival(ToA)and angle of arrival(AoA)measurements under the presence of uncertainty in anchor node positions.Numerical results validate the analytical findings by comparing the localization accuracy in scenarios with and without anchor nodes position uncertainty.Results are also compared with the linear least square(LLS)method and weighted LLS(WLLS)method. | Nasir SAEED Abdulkadir CELIK Mohamed-Slim ALOUINI Tareq Y.AL-NAFFOURI | 2020 | Science China(Information Sciences)2020，63，10： | 2 |
| 3 | Capacity of Rayleigh fading channels under different adaptive transmission and diversity-combining techniques显示文摘 | ALOUINI M GOLDSMITH J | 1999 | IEEE Transactions on Vehicular Technology1999，48，4： | 1 |
| 4 | On the energydetection of unknown signals over fading channels显示文摘 | DIGHAM F F ALOUINI M S SIMONM K | 1967 | IEEETransactions on Communications1967，5，1： | 1 |
| 5 | On the feedback error compensation for adaptive modulation and coding scheme显示文摘 | Choi S Yang H C~ Alouini M S | 2013 | Wireless Communica- tions and Mobile Computing2013，13，18： | 1 |
| 6 | On the Energy Detection of Unknown Signals over Fading Channels显示文摘 | DIGHAM F F ALOUINI Mohamed-Slim SIMON M K | 2007 | IEEE Transactions on Communications2007，55，01： | 1 |
| 7 | MIMO radar transmit beampattern design without synthesising the covariance matrix显示文摘 | Ahmed S and Alouini M S | 2014 | IEEE Transactions on Signal Processing2014，62，9： | 1 |
| 8 | Optimal power allocation for relayed transmissions over Rayleigh-fading channels 显示文摘 | Hasna M O Alouini M S | 2004 | IEEE Trans on Wireless Commu2004，3，6： | 1 |
| 9 | Capacity of fading channels with channel side information 显示文摘 | Alouini M S Goldsmith A J | 1997 | IEEE Trans Inform Theory1997，43，： | 1 |
| 10 | An adaptive modulation scheme for simutaneous voice and data transmission over fading channels显示文摘 | Tang X Goldsmith A | 1999 | IEEE J Select Areas Commun1999，17，5： | 1 |
| 11 | MIMO radar transmit beampattern design without synthesising the covariance matrix显示文摘 | Ahmcd S Alouini M S | 2014 | IEEE Transactions on Signal Processing2014，62，9： | 1 |
| 12 | Adaptive modulation over Nakagami fading channels显示文摘 | Alouini M S Golksmith A J | 1998 | Kluwer Journal on Wireless Communications1998，16，8： | 1 |
| 13 | Adaptive Modulation over Nakagami Fading Channels显示文摘 | Alouini M S Goldsmith A J | 2000 | Wireless Personal Communications2000，13，12： | 1 |
| 14 | On the Energy Detection of Unknown Signals over Fading Channels显示文摘 | Digham F F Alouini M S Simon M K | 2007 | IEEE Transactions on Communications2007，55，1： | 1 |
| 15 | Adaptive modula-tion over Nakagami fading channels显示文摘 | ALOUINI M S GOLDSMITH A | 2000 | Kluwer Jor-nal on Wireless Communication2000，13，12： | 1 |
| 16 | On the energy detection of unknown signals over fading channels 显示文摘 | Digham F F Alouini M S Simon M K | 2007 | IEEE Transac-tions on Communications2007，5，1： | 1 |
| 17 | Area spectral efficiency of cellular mobile radio systems显示文摘 | M S Alouini | 1999 | IEEE Trans VT1999，48，4： | 1 |
| 18 | Area spectral efficiency of cellular mobile radio systems显示文摘 | ALOUINI M-S GOLDSMITH A J | 1999 | IEEE Transactions on Vehicular Technology1999，48，4： | 1 |
| 19 | Optimal power allocation for relayed transmissions over Rayleigh-fading channels显示文摘 | Hasna M O Alouini M S | 2004 | IEEE Trans- actions on Wireless Communications2004，3，6： | 1 |
| 20 | A unified approach to the performance analysis of digital communication over generalized fading channels 显示文摘 | Simon M K Alouini M | 1998 | IEEE Proceedings1998，86，9： | 1 |
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