메뉴 건너뛰기




Volumn 67, Issue 3, 2019, Pages 2450-2463

Multi-antenna NOMA for computation offloading in multiuser mobile edge computing systems

Author keywords

Mobile edge computing (MEC); multi antenna; multiuser computation offloading; non orthogonal multiple access (NOMA)

Indexed keywords

ANTENNAS; COMPUTATIONAL COMPLEXITY; CONVEX OPTIMIZATION; DECODING; EDGE COMPUTING; ENERGY EFFICIENCY; ENERGY UTILIZATION; JOB ANALYSIS; MULTIPLE ACCESS INTERFERENCE; OPTIMAL SYSTEMS; OPTIMIZATION; ORTHOGONAL FUNCTIONS; RELAXATION PROCESSES; SERVERS; WIRELESS TELECOMMUNICATION SYSTEMS;

EID: 85056710043     PISSN: 00906778     EISSN: 15580857     Source Type: Journal    
DOI: 10.1109/TCOMM.2018.2881725     Document Type: Article
Times cited : (232)

References (43)
  • 2
    • 85010031130 scopus 로고    scopus 로고
    • Fog and IoT: An overview of research opportunities
    • Dec.
    • M. Chiang and T. Zhang, "Fog and IoT: An overview of research opportunities," IEEE Internet Things J., vol. 3, no. 6, pp. 854-864, Dec. 2016.
    • (2016) IEEE Internet Things J. , vol.3 , Issue.6 , pp. 854-864
    • Chiang, M.1    Zhang, T.2
  • 3
    • 85047633258 scopus 로고    scopus 로고
    • UAV-enabled wireless power transfer: Trajectory design and energy optimization
    • Aug.
    • J. Xu, Y. Zeng, and R. Zhang, "UAV-enabled wireless power transfer: Trajectory design and energy optimization," IEEE Trans. Wireless Commun., vol. 17, no. 8, pp. 5092-5106, Aug. 2018.
    • (2018) IEEE Trans. Wireless Commun. , vol.17 , Issue.8 , pp. 5092-5106
    • Xu, J.1    Zeng, Y.2    Zhang, R.3
  • 4
    • 84975504541 scopus 로고    scopus 로고
    • Wireless communications with unmanned aerial vehicles: Opportunities and challenges
    • May
    • Y. Zeng, R. Zhang, and T. J. Lim, "Wireless communications with unmanned aerial vehicles: Opportunities and challenges," IEEE Commun. Mag., vol. 54, no. 5, pp. 36-42, May 2016.
    • (2016) IEEE Commun. Mag. , vol.54 , Issue.5 , pp. 36-42
    • Zeng, Y.1    Zhang, R.2    Lim, T.J.3
  • 5
    • 85032751657 scopus 로고    scopus 로고
    • Communicating while computing: Distributed mobile cloud computing over 5G heterogenous networks
    • Nov.
    • S. Barbarossa, S. Sardellitti, and P. D. Lorenzo, "Communicating while computing: Distributed mobile cloud computing over 5G heterogenous networks," IEEE Signal Process. Mag., vol. 31, no. 6, pp. 45-55, Nov. 2014.
    • (2014) IEEE Signal Process. Mag. , vol.31 , Issue.6 , pp. 45-55
    • Barbarossa, S.1    Sardellitti, S.2    Lorenzo, P.D.3
  • 6
    • 85028360031 scopus 로고    scopus 로고
    • Mobile edge computing: A survey on architecture and computation offloading
    • 3rd Quart.
    • P. Mach and Z. Becvar, "Mobile edge computing: A survey on architecture and computation offloading," IEEE Commun. Surveys Tuts., vol. 19, no. 3, pp. 1628-1656, 3rd Quart., 2017.
    • (2017) IEEE Commun. Surveys Tuts. , vol.19 , Issue.3 , pp. 1628-1656
    • Mach, P.1    Becvar, Z.2
  • 7
    • 85028734877 scopus 로고    scopus 로고
    • A survey on mobile edge computing: The communication perspective
    • 4th Quart.
    • Y. Mao, C. You, J. Zhang, K. Huang, and K. B. Letaief, "A survey on mobile edge computing: The communication perspective," IEEE Commun. Surveys Tuts., vol. 19, no. 4, pp. 2322-2358, 4th Quart., 2017.
    • (2017) IEEE Commun. Surveys Tuts. , vol.19 , Issue.4 , pp. 2322-2358
    • Mao, Y.1    You, C.2    Zhang, J.3    Huang, K.4    Letaief, K.B.5
  • 9
    • 84992727011 scopus 로고    scopus 로고
    • Mobile-edge computing: Partial computation offloading using dynamic voltage scaling
    • Oct.
    • Y. Wang, M. Sheng, X. Wang, L. Wang, and J. Li, "Mobile-edge computing: Partial computation offloading using dynamic voltage scaling," IEEE Trans. Commun., vol. 64, no. 10, pp. 4268-4282, Oct. 2016.
    • (2016) IEEE Trans. Commun. , vol.64 , Issue.10 , pp. 4268-4282
    • Wang, Y.1    Sheng, M.2    Wang, X.3    Wang, L.4    Li, J.5
  • 10
    • 85028383669 scopus 로고    scopus 로고
    • Energy-efficient resource allocation for mobile edge computing-based augmented reality applications
    • Jun.
    • A. Al-Shuwaili and O. Simeone, "Energy-efficient resource allocation for mobile edge computing-based augmented reality applications," IEEE Wireless Commun. Lett., vol. 6, no. 3, pp. 398-401, Jun. 2017.
    • (2017) IEEE Wireless Commun. Lett. , vol.6 , Issue.3 , pp. 398-401
    • Al-Shuwaili, A.1    Simeone, O.2
  • 11
    • 85063243630 scopus 로고    scopus 로고
    • Exploiting physical-layer security for multiuser multicarrier computation offloading
    • to be published
    • J. Xu and J. Yao, "Exploiting physical-layer security for multiuser multicarrier computation offloading," IEEE Wireless Commun. Lett., to be published.
    • IEEE Wireless Commun. Lett.
    • Xu, J.1    Yao, J.2
  • 12
    • 84941245159 scopus 로고    scopus 로고
    • Optimization of radio and computational resources for energy efficiency in latency-constrained application offloading
    • Oct.
    • O. Munoz, A. Pascual-Iserte, and J. Vidal, "Optimization of radio and computational resources for energy efficiency in latency-constrained application offloading," IEEE Trans. Veh. Technol., vol. 64, no. 10, pp. 4738-4755, Oct. 2015.
    • (2015) IEEE Trans. Veh. Technol. , vol.64 , Issue.10 , pp. 4738-4755
    • Munoz, O.1    Pascual-Iserte, A.2    Vidal, J.3
  • 13
    • 84862861753 scopus 로고    scopus 로고
    • A dynamic offloading algorithm for mobile computing
    • Jun.
    • D. Huang, P. Wang, and D. Niyato, "A dynamic offloading algorithm for mobile computing," IEEE Trans. Wireless Commun., vol. 11, no. 6, pp. 1991-1995, Jun. 2012.
    • (2012) IEEE Trans. Wireless Commun. , vol.11 , Issue.6 , pp. 1991-1995
    • Huang, D.1    Wang, P.2    Niyato, D.3
  • 14
    • 84985893628 scopus 로고    scopus 로고
    • Delay-optimal computation task scheduling for mobile-edge computing systems
    • Jun.
    • J. Liu, Y. Mao, J. Zhang, and K. B. Letaief, "Delay-optimal computation task scheduling for mobile-edge computing systems," in Proc. IEEE ISIT, Barcelona, Spain, Jun. 2016, pp. 1451-1455.
    • (2016) Proc. IEEE ISIT, Barcelona, Spain , pp. 1451-1455
    • Liu, J.1    Mao, Y.2    Zhang, J.3    Letaief, K.B.4
  • 15
    • 84988505587 scopus 로고    scopus 로고
    • Joint optimization of radio and computational resources for multicell mobile-edge computing
    • Jun.
    • S. Sardellitti, G. Scutari, and S. Barbarossa, "Joint optimization of radio and computational resources for multicell mobile-edge computing," IEEE Trans. Signal Inf. Process. Over Netw., vol. 1, no. 2, pp. 89-103, Jun. 2015.
    • (2015) IEEE Trans. Signal Inf. Process. over Netw. , vol.1 , Issue.2 , pp. 89-103
    • Sardellitti, S.1    Scutari, G.2    Barbarossa, S.3
  • 16
    • 84973366510 scopus 로고    scopus 로고
    • Joint offloading decision and resource allocation for mobile cloud with computing access point
    • Mar., Shanghai, China
    • M.-H. Chen, M. Dong, and B. Liang, "Joint offloading decision and resource allocation for mobile cloud with computing access point," in Proc. IEEE ICASSP, Shanghai, China, Mar. 2016, pp. 3516-3520.
    • (2016) Proc. IEEE ICASSP , pp. 3516-3520
    • Chen, M.-H.1    Dong, M.2    Liang, B.3
  • 17
    • 85021836208 scopus 로고    scopus 로고
    • Stochastic joint radio and computational resource management for multi-user mobileedge computing systems
    • Sep.
    • Y. Mao, J. Zhang, S. H. Song, and K. B. Letaief, "Stochastic joint radio and computational resource management for multi-user mobileedge computing systems," IEEE Trans. Wireless Commun., vol. 16, no. 9, pp. 5994-6009, Sep. 2017.
    • (2017) IEEE Trans. Wireless Commun. , vol.16 , Issue.9 , pp. 5994-6009
    • Mao, Y.1    Zhang, J.2    Song, S.H.3    Letaief, K.B.4
  • 18
    • 85015263422 scopus 로고    scopus 로고
    • Energy-efficient resource allocation for mobile-edge computation offloading
    • Mar.
    • C. You, K. Huang, H. Chae, and B.-H. Kim, "Energy-efficient resource allocation for mobile-edge computation offloading," IEEE Trans. Wireless Commun., vol. 16, no. 3, pp. 1397-1411, Mar. 2017.
    • (2017) IEEE Trans. Wireless Commun. , vol.16 , Issue.3 , pp. 1397-1411
    • You, C.1    Huang, K.2    Chae, H.3    Kim, B.-H.4
  • 19
    • 85029592539 scopus 로고    scopus 로고
    • Computation offloading and resource allocation in wireless cellular networks with mobile edge computing
    • Aug.
    • C. Wang, C. Liang, F. R. Yu, Q. Chen, and L. Tang, "Computation offloading and resource allocation in wireless cellular networks with mobile edge computing," IEEE Trans. Wireless Commun., vol. 16, no. 8, pp. 4924-4938, Aug. 2017.
    • (2017) IEEE Trans. Wireless Commun. , vol.16 , Issue.8 , pp. 4924-4938
    • Wang, C.1    Liang, C.2    Yu, F.R.3    Chen, Q.4    Tang, L.5
  • 20
    • 85015384872 scopus 로고    scopus 로고
    • Efficient multi-user computation offloading for mobile-edge cloud computing
    • Oct.
    • X. Chen, L. Jiao, W. Li, and X. Fu, "Efficient multi-user computation offloading for mobile-edge cloud computing," IEEE/ACM Trans. Netw., vol. 24, no. 5, pp. 2795-2808, Oct. 2016.
    • (2016) IEEE/ACM Trans. Netw. , vol.24 , Issue.5 , pp. 2795-2808
    • Chen, X.1    Jiao, L.2    Li, W.3    Fu, X.4
  • 21
    • 85039762826 scopus 로고    scopus 로고
    • Joint offloading and computing optimization in wireless powered mobile-edge computing systems
    • Mar.
    • F. Wang, J. Xu, X. Wang, and S. Cui, "Joint offloading and computing optimization in wireless powered mobile-edge computing systems," IEEE Trans. Wireless Commun., vol. 17, no. 3, pp. 1784-1797, Mar. 2018.
    • (2018) IEEE Trans. Wireless Commun. , vol.17 , Issue.3 , pp. 1784-1797
    • Wang, F.1    Xu, J.2    Wang, X.3    Cui, S.4
  • 22
    • 85045220072 scopus 로고    scopus 로고
    • Computation rate maximization for wireless powered mobile-edge computing with binary computation offloading
    • Jun.
    • S. Bi and Y.-J. Zhang, "Computation rate maximization for wireless powered mobile-edge computing with binary computation offloading," IEEE Trans. Wireless Commun., vol. 17, no. 6, pp. 4177-4190, Jun. 2018.
    • (2018) IEEE Trans. Wireless Commun. , vol.17 , Issue.6 , pp. 4177-4190
    • Bi, S.1    Zhang, Y.-J.2
  • 23
    • 85063240045 scopus 로고    scopus 로고
    • Joint computation and communication cooperation for energy-efficient mobile edge computing
    • to be published
    • X. Cao, F. Wang, J. Xu, R. Zhang, and S. Cui, "Joint computation and communication cooperation for energy-efficient mobile edge computing," IEEE Internet Things J., to be published.
    • IEEE Internet Things J.
    • Cao, X.1    Wang, F.2    Xu, J.3    Zhang, R.4    Cui, S.5
  • 24
    • 85040931159 scopus 로고    scopus 로고
    • Wireless powered cooperationassisted mobile edge computing
    • Apr.
    • X. Hu, K.-K. Wong, and K. Yang, "Wireless powered cooperationassisted mobile edge computing," IEEE Trans. Wireless Commun., vol. 17, no. 4, pp. 2375-2388, Apr. 2018.
    • (2018) IEEE Trans. Wireless Commun. , vol.17 , Issue.4 , pp. 2375-2388
    • Hu, X.1    Wong, K.-K.2    Yang, K.3
  • 25
    • 85063245787 scopus 로고    scopus 로고
    • Wireless powered user cooperative computation in mobile edge computing systems
    • Dec.
    • D. Wu, F. Wang, X. Cao, and J. Xu, "Wireless powered user cooperative computation in mobile edge computing systems," in Proc. IEEE GLOBECOM Workshops, Dec. 2018, pp. 1-7.
    • (2018) Proc. IEEE GLOBECOM Workshops , pp. 1-7
    • Wu, D.1    Wang, F.2    Cao, X.3    Xu, J.4
  • 26
    • 84959499810 scopus 로고    scopus 로고
    • Non-orthogonal multiple access for 5G: Solutions, challenges, opportunities, and future research trends
    • Sep.
    • L. Dai, B. Wang, Y. Yuan, S. Han, C.-L. I, and Z. Wang, "Non-orthogonal multiple access for 5G: Solutions, challenges, opportunities, and future research trends," IEEE Commun. Mag., vol. 53, no. 9, pp. 74-81, Sep. 2015.
    • (2015) IEEE Commun. Mag. , vol.53 , Issue.9 , pp. 74-81
    • Dai, L.1    Wang, B.2    Yuan, Y.3    Han, S.4    Wang, Z.C.-L.I.5
  • 27
    • 84962140494 scopus 로고    scopus 로고
    • The application of MIMO to nonorthogonal multiple access
    • Jan.
    • Z. Ding, F. Adachi, and H. V. Poor, "The application of MIMO to nonorthogonal multiple access," IEEE Trans. Wireless Commun., vol. 15, no. 1, pp. 537-552, Jan. 2016.
    • (2016) IEEE Trans. Wireless Commun. , vol.15 , Issue.1 , pp. 537-552
    • Ding, Z.1    Adachi, F.2    Poor, H.V.3
  • 28
    • 85012972036 scopus 로고    scopus 로고
    • Application of non-orthogonal multiple access in LTE and 5G networks
    • Feb.
    • Z. Ding et al., "Application of non-orthogonal multiple access in LTE and 5G networks," IEEE Commun. Mag., vol. 55, no. 2, pp. 185-191, Feb. 2017.
    • (2017) IEEE Commun. Mag. , vol.55 , Issue.2 , pp. 185-191
    • Ding, Z.1
  • 29
    • 85023642889 scopus 로고    scopus 로고
    • A survey on non-orthogonal multiple access for 5G networks: Research challenges and future trends
    • Oct.
    • Z. Ding, X. Lei, G. K. Karagiannidis, R. Schober, J. Yuan, and V. Bhargava, "A survey on non-orthogonal multiple access for 5G networks: Research challenges and future trends," IEEE J. Sel. Areas Commun., vol. 35, no. 10, pp. 2181-2195, Oct. 2017.
    • (2017) IEEE J. Sel. Areas Commun. , vol.35 , Issue.10 , pp. 2181-2195
    • Ding, Z.1    Lei, X.2    Karagiannidis, G.K.3    Schober, R.4    Yuan, J.5    Bhargava, V.6
  • 30
    • 85023162290 scopus 로고    scopus 로고
    • Exploiting multipleantenna techniques for non-orthogonal multiple access
    • Oct.
    • X. Chen, Z. Zhang, C. Zhong, and D. W. K. Ng, "Exploiting multipleantenna techniques for non-orthogonal multiple access," IEEE J. Sel. Areas Commun., vol. 35, no. 10, pp. 2207-2220, Oct. 2017.
    • (2017) IEEE J. Sel. Areas Commun. , vol.35 , Issue.10 , pp. 2207-2220
    • Chen, X.1    Zhang, Z.2    Zhong, C.3    Ng, D.W.K.4
  • 32
    • 0032201980 scopus 로고    scopus 로고
    • Multiaccess fading channels. I. Polymatroid structure, optimal resource allocation and throughput capacities
    • Nov.
    • D. N. C. Tse and S. V. Hanly, "Multiaccess fading channels. I. Polymatroid structure, optimal resource allocation and throughput capacities," IEEE Trans. Inf. Theory, vol. 22, no. 7, pp. 2796-2815, Nov. 1998.
    • (1998) IEEE Trans. Inf. Theory , vol.22 , Issue.7 , pp. 2796-2815
    • Tse, D.N.C.1    Hanly, S.V.2
  • 33
    • 33747280347 scopus 로고    scopus 로고
    • Optimized transmission for fading multiple-access and broadcast channels with multiple antennas
    • Aug.
    • M. Mohseni, R. Zhang, and J. M. Cioffi, "Optimized transmission for fading multiple-access and broadcast channels with multiple antennas," IEEE J. Sel. Areas Commun., vol. 24, no. 8, pp. 1627-1639, Aug. 2006.
    • (2006) IEEE J. Sel. Areas Commun. , vol.24 , Issue.8 , pp. 1627-1639
    • Mohseni, M.1    Zhang, R.2    Cioffi, J.M.3
  • 34
    • 85040535784 scopus 로고    scopus 로고
    • Fairness comparison of uplink NOMA and OMA
    • Jun., Sydney, NSW, Australia
    • Z. Wei, J. Guo, D. W. K. Ng, and J. Yuan, "Fairness comparison of uplink NOMA and OMA," in Proc. IEEE VTC-Spring, Sydney, NSW, Australia, Jun. 2017, pp. 1-6.
    • (2017) Proc. IEEE VTC-Spring , pp. 1-6
    • Wei, Z.1    Guo, J.2    Ng, D.W.K.3    Yuan, J.4
  • 37
    • 0030205558 scopus 로고    scopus 로고
    • Processor design for portable systems
    • T. D. Burd and R. W. Brodersen, "Processor design for portable systems," J. VLSI Signal Process. Syst., vol. 13, nos. 2-3, pp. 203-221, 1996.
    • (1996) J. VLSI Signal Process. Syst. , vol.13 , Issue.2-3 , pp. 203-221
    • Burd, T.D.1    Brodersen, R.W.2
  • 38
    • 64549122520 scopus 로고    scopus 로고
    • Dept. Elect. Eng., Stanford Univ., Stanford, CA, USA, Tech. Rep. May
    • S. Boyd, "Ellipsoid method," Dept. Elect. Eng., Stanford Univ., Stanford, CA, USA, Tech. Rep., May 2014. [Online]. Available: http://stanford.edu/class/ee364b/lectures/ellipsoid-method-notes.pdf
    • (2014) Ellipsoid Method
    • Boyd, S.1
  • 39
    • 84878051606 scopus 로고    scopus 로고
    • P, NP, and mathematics-A computational complexity perspective
    • Aug.
    • A. Wigderson, "P, NP, and mathematics-A computational complexity perspective," in Proc. ICM, Madrid, Spain, vol. 1, Aug. 2006, pp. 665-712.
    • (2006) Proc. ICM, Madrid, Spain , vol.1 , pp. 665-712
    • Wigderson, A.1
  • 40
    • 84855352605 scopus 로고    scopus 로고
    • GAMES Develop. Corp., Washington, DC, USA, Tech. Rep. Mar.
    • M. R. Bussieck and S. Vigerske, "MINLP solver software," GAMES Develop. Corp., Washington, DC, USA, Tech. Rep., Mar. 2014.
    • (2014) MINLP Solver Software
    • Bussieck, M.R.1    Vigerske, S.2
  • 42
    • 4944248707 scopus 로고    scopus 로고
    • Dept. Comput. Sci., Univ. Copenhagen, Copenhagen, Denmark, Tech. Rep. Mar.
    • J. Clausen, "Branch and bound algorithms-Principles and examples," Dept. Comput. Sci., Univ. Copenhagen, Copenhagen, Denmark, Tech. Rep., Mar. 1999. [Online]. Available: http://www.imada.sdu.dk/ jbj/heuristikker/TSPtext.pdf
    • (1999) Branch and Bound Algorithms-Principles and Examples
    • Clausen, J.1
  • 43
    • 0036671116 scopus 로고    scopus 로고
    • Energy-efficient packet transmission over a wireless link
    • Aug.
    • E. Uysal-Biyikoglu, B. Prabhakar, and A. El Gamal, "Energy-efficient packet transmission over a wireless link," IEEE/ACM Trans. Netw., vol. 10, no. 4, pp. 487-499, Aug. 2002.
    • (2002) IEEE/ACM Trans. Netw. , vol.10 , Issue.4 , pp. 487-499
    • Uysal-Biyikoglu, E.1    Prabhakar, B.2    El Gamal, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.