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Volumn 30, Issue 2, 2007, Pages 207-218

Neural-based downlink scheduling algorithm for broadband wireless networks

Author keywords

Reinforcement learning; Traffic scheduling; Wireless communications

Indexed keywords

ALGORITHMS; MULTIMEDIA SYSTEMS; NEURAL NETWORKS; QUALITY OF SERVICE; RADIO SYSTEMS; TELECOMMUNICATION TRAFFIC;

EID: 33845483883     PISSN: 01403664     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.comcom.2006.08.009     Document Type: Article
Times cited : (20)

References (35)
  • 1
    • 0026965732 scopus 로고    scopus 로고
    • A.K. Parekh, G. Gallager, A generalized processor sharing approach to flow control in integrated services networks - the single node case, in: Proceedings of IEEE INFOCOM 1992, vol. 2, pp. 915-924.
  • 2
    • 0029754783 scopus 로고    scopus 로고
    • P. Bhagwat, Partha P. Bhattacharya, A. Krishna, S. K. Tripathi, Enhancing throughput over wireless LANs using channel state dependent packet scheduling, in: Proceedings of INFOCOM, 1996, pp. 1133-1140.
  • 3
    • 0032594136 scopus 로고    scopus 로고
    • S. Lu, V. Bharghavan, R. Srikant, Fair scheduling in wireless packet networks, IEEE ACM Transactions on Networking, 7(4):473-489, 1999.
  • 4
    • 33845491051 scopus 로고    scopus 로고
    • C.Y. Ngo, Contention free MAC protocol for wireless ATM, in: Proceedings of ACTS Mobile Summit, 1997.
  • 5
    • 0028599989 scopus 로고    scopus 로고
    • S.J. Golestani, A self-clocked fair queuing scheme for broadband applications, in: Proceedings of IEEE INFOCOM'94, June 1994.
  • 6
    • 33845488347 scopus 로고    scopus 로고
    • M.S. Gast. 802.11 Wireless Networks: The Definitive Guide. 1st Ed., OReilly, April 2002.
  • 7
    • 13244273589 scopus 로고    scopus 로고
    • A. Andreadis, G. Benelli, G. Giambene, V. Pasqualetti, High-capacity resource sharing schemes for broadband wireless networks. Journal on Wireless Communications and Mobile Computing, John Wiley and Sons, 4: 395-412, 2004.
  • 9
    • 0024646143 scopus 로고
    • Learning to control an inverted pendulum using neural networks
    • Andersson C.W. Learning to control an inverted pendulum using neural networks. IEEE Control Systems Magazine 9 3 (1989) 31-36
    • (1989) IEEE Control Systems Magazine , vol.9 , Issue.3 , pp. 31-36
    • Andersson, C.W.1
  • 10
    • 33845495435 scopus 로고    scopus 로고
    • Supplement to IEEE Standard for Information Tachnology-Telecommunications and information technology exchange between system and metropolitan area networks-Specific requirements. PART 11: Wireless Lan Medium Access Control (MAC) and Physical Layer (PHY) specifications: Higher Speed Physical Layer Extension in the 2.4 Ghz Band. IEEE, 1999. IEEE Std 802.11b-1999 (Supplement to ANSI IEEE802.11,1999 Edition).
  • 12
    • 33845510121 scopus 로고    scopus 로고
    • W. Stevens. TCP Slow Start, Congestion Avoidance, Fast Retransmit, and Fast Recover Algorithms. IETF RFC 2001, January 1997.
  • 15
    • 72949089205 scopus 로고    scopus 로고
    • R.S. Sutton. Reinforcement learning: Past, present and future. In SEAL, pages 195-197, 1998.
  • 16
    • 0029276036 scopus 로고
    • Temporal difference learning and TD-gammon
    • Tesauro G. Temporal difference learning and TD-gammon. Communications of the ACM 38 3 (1995) 58-68
    • (1995) Communications of the ACM , vol.38 , Issue.3 , pp. 58-68
    • Tesauro, G.1
  • 17
    • 33845504324 scopus 로고    scopus 로고
    • W. Zhang and T. G. Dietterich. High-performance job-shop scheduling with a time-delay TD(λ) network, volume 11(28). Cambridge, MA, MIT Press, 1996.
  • 18
    • 0032208335 scopus 로고    scopus 로고
    • Elevator group control using multiple reinforcement learning agents
    • Crites R.H., and Barto A.G. Elevator group control using multiple reinforcement learning agents. Machine Learning 33 11,28 (1998) 235-262
    • (1998) Machine Learning , vol.33 , Issue.11-28 , pp. 235-262
    • Crites, R.H.1    Barto, A.G.2
  • 19
    • 33845475652 scopus 로고    scopus 로고
    • R.S. Sutton, A.G. Barto, Generalization in reinforcement learning: successful examples using sparse coarse coding. Advances in Neural Information Processing Systems, 8(11,28,72,105): 1038-1044, MIT Press 1996.
  • 20
    • 0028374275 scopus 로고
    • Robot juggling: an implementation of memory-based learning
    • Schaal S., and Atkenson C.G. Robot juggling: an implementation of memory-based learning. Control System Magazine 14 11,28,29 (1994) 57-71
    • (1994) Control System Magazine , vol.14 , Issue.11-28 29 , pp. 57-71
    • Schaal, S.1    Atkenson, C.G.2
  • 22
    • 33845496977 scopus 로고    scopus 로고
    • R.S. Sutton. TD models: modeling the world at a mixture of time scales, in: Proceedings of the International Conference on Machine Learning, 1995, pp. 531-539.
  • 23
    • 33845498860 scopus 로고    scopus 로고
    • J. Karlsson, Learning to Solve Multiple Goals. Ph.D. thesis, University of Rochester, 1997.
  • 24
    • 84881579627 scopus 로고
    • Dynamic programming treatment of the travelling salesman problem
    • Bellman R. Dynamic programming treatment of the travelling salesman problem. Journal of ACM 9 1 (1962) 61-63
    • (1962) Journal of ACM , vol.9 , Issue.1 , pp. 61-63
    • Bellman, R.1
  • 26
    • 0032676281 scopus 로고    scopus 로고
    • On the effect of imperfect interleaving for the Gilbert-Elliot channel
    • Milstein L.B., and Wilhelmsson L. On the effect of imperfect interleaving for the Gilbert-Elliot channel. IEEE Transactions on Communications 47 5 (1999) 681-688
    • (1999) IEEE Transactions on Communications , vol.47 , Issue.5 , pp. 681-688
    • Milstein, L.B.1    Wilhelmsson, L.2
  • 27
    • 0008445467 scopus 로고    scopus 로고
    • A. Pattavina, A. Cannarsi, M. De Marco, Quality of services issues in extending ATM to wireless networks, in: Proceedings of ICUPC'98, October 1998.
  • 29
    • 33845507297 scopus 로고    scopus 로고
    • A.Y. Seydim. Wireless ATM (WATM): An overview. EE 8304 Spring 2000 - Southern Methodist University, Texas, USA. Available at the URL: .
  • 30
    • 33845486713 scopus 로고    scopus 로고
    • L. Wischhof, J. Lockwood. Packet scheduling for link-sharing and quality of service support in wireless local area networks. Technical Report WUCS-01-35, Applied Research Laboratory, Washington University in St. Louis, November 2001.
  • 31
    • 0025751931 scopus 로고    scopus 로고
    • D. Verma, H. Zhang, D. Ferrari, Delay jitter control for real-time communication in a packet switching network, in: Proceedings of TriCom, 1991.
  • 33
    • 79955518385 scopus 로고
    • A model for on-off speech patterns in two-way conversations
    • Brady P.T. A model for on-off speech patterns in two-way conversations. Bell System Technical Journal 48 (1969) 2445-2472
    • (1969) Bell System Technical Journal , vol.48 , pp. 2445-2472
    • Brady, P.T.1
  • 34
    • 0026965734 scopus 로고    scopus 로고
    • O. Casals, C. Blondia, Performance analysis of statistical multiplexing of VBR sources, in: Proceedings of INFOCOM'92, 1992, pp. 828-838.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.