메뉴 건너뛰기




Volumn 52, Issue 9, 2006, Pages 4017-4035

On the structure of optimal real-time encoders and decoders in noisy communication

Author keywords

Markov chains; Markov decision theory; Real time decoding; Real time encoding

Indexed keywords

BROADCASTING; DECODING; MARKOV PROCESSES; SIGNAL DISTORTION; SIGNAL ENCODING; SPURIOUS SIGNAL NOISE;

EID: 33748566810     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2006.880067     Document Type: Article
Times cited : (101)

References (71)
  • 2
    • 0020843559 scopus 로고
    • "Optimal causal coding - Decoding problems"
    • Nov
    • J. C. Walrand and P. Varaiya, "Optimal causal coding-decoding problems," IEEE Trans. Inf. Theory, vol. IT-29, no. 6, pp. 814-820, Nov. 1983.
    • (1983) IEEE Trans. Inf. Theory , vol.IT-29 , Issue.6 , pp. 814-820
    • Walrand, J.C.1    Varaiya, P.2
  • 3
    • 0342680716 scopus 로고
    • "Properties of an optimum digital system and applications"
    • Oct
    • T. Fine, "Properties of an optimum digital system and applications," IEEE Trans. Inf. Theory, vol. IT-10, pp. 287-296, Oct. 1964.
    • (1964) IEEE Trans. Inf. Theory , vol.IT-10 , pp. 287-296
    • Fine, T.1
  • 5
    • 33748546378 scopus 로고    scopus 로고
    • "Causal source coding of stationary sources with high resolution"
    • Washington, D.C
    • T. Linder and R. Zamir, "Causal source coding of stationary sources with high resolution," in Proc. ISIT 2001, Washington, D.C.
    • Proc. ISIT 2001
    • Linder, T.1    Zamir, R.2
  • 6
    • 0018444354 scopus 로고
    • "Causal sliding block encoders with feedback"
    • Mar
    • P. Piret, "Causal sliding block encoders with feedback," IEEE Trans. Inf. Theory, vol. IT-25, no. 2, pp. 237-240, Mar. 1979.
    • (1979) IEEE Trans. Inf. Theory , vol.IT-25 , Issue.2 , pp. 237-240
    • Piret, P.1
  • 7
    • 0018496113 scopus 로고
    • "On the structure of real-time source coders"
    • Jul.-Aug
    • H. S. Witsenhausen, "On the structure of real-time source coders," Bell Syst. Tech. J., vol. 58, no. 6, pp. 1437-1451, Jul.-Aug. 1978.
    • (1978) Bell Syst. Tech. J. , vol.58 , Issue.6 , pp. 1437-1451
    • Witsenhausen, H.S.1
  • 8
    • 33748519016 scopus 로고    scopus 로고
    • Optimal Source Coders with Real-Time Constraints
    • preprint
    • J. G. Dunham, Optimal Source Coders with Real-Time Constraints, preprint.
    • Dunham, J.G.1
  • 9
    • 0035441867 scopus 로고    scopus 로고
    • "A zero-delay sequential quantizer for individual sequences"
    • Sep
    • T. Linder and G. Lugosi, "A zero-delay sequential quantizer for individual sequences," IEEE Trans. Inf. Theory, vol. 47, no. 6, pp. 2533-2538, Sep. 2001.
    • (2001) IEEE Trans. Inf. Theory , vol.47 , Issue.6 , pp. 2533-2538
    • Linder, T.1    Lugosi, G.2
  • 10
    • 0036202790 scopus 로고    scopus 로고
    • "Optimal sequential vector quantization of Markov sources"
    • Jan
    • V. S. Borkar, S. K. Mitter, and S. Tatikonda, "Optimal sequential vector quantization of Markov sources," SIAM J. Contr. Optim., vol. 40, no. 1, pp. 135-148, Jan. 2001.
    • (2001) SIAM J. Contr. Optim. , vol.40 , Issue.1 , pp. 135-148
    • Borkar, V.S.1    Mitter, S.K.2    Tatikonda, S.3
  • 11
    • 0020098651 scopus 로고
    • "On optimal finite-state digital transmission systems"
    • Mar
    • N. T. Gaarder and D. Slepian, "On optimal finite-state digital transmission systems," IEEE Trans. Inf. Theory, vol. IT-28, no. 2, pp. 167-186, Mar. 1982.
    • (1982) IEEE Trans. Inf. Theory , vol.IT-28 , Issue.2 , pp. 167-186
    • Gaarder, N.T.1    Slepian, D.2
  • 12
    • 0022717631 scopus 로고
    • "Preposterior analysis for differential encoder design"
    • May
    • J. G. Gibson, T. R. Fischer, and B. Koo, "Preposterior analysis for differential encoder design," IEEE Trans. Inf. Theory, vol. IT-32, no. 3, pp. 375-382, May 1986.
    • (1986) IEEE Trans. Inf. Theory , vol.IT-32 , Issue.3 , pp. 375-382
    • Gibson, J.G.1    Fischer, T.R.2    Koo, B.3
  • 14
    • 33748575022 scopus 로고
    • On the Gaarder-Slepian tracking system conjecture
    • Department of Mathematics, Statistics, and Computer Science, Tech. Rep., Dalhousie University Halifax, N.S., Canada
    • G. Szekeres, G. Gabor, and Z. Gyöfri, On the Gaarder-Slepian tracking system conjecture, Department of Mathematics, Statistics, and Computer Science, Tech. Rep., Dalhousie University Halifax, N.S., Canada, 1987.
    • (1987)
    • Szekeres, G.1    Gabor, G.2    Gyöfri, Z.3
  • 15
    • 33748558549 scopus 로고
    • "Communication systems which minimize coding noise"
    • Sep
    • B. McMillan, "Communication systems which minimize coding noise," Bell Syst. Tech. J., vol. 48, no. 9, pp. 3091-3113, Sep. 1969.
    • (1969) Bell Syst. Tech. J. , vol.48 , Issue.9 , pp. 3091-3113
    • McMillan, B.1
  • 16
    • 0008884788 scopus 로고
    • "Observation of a Markov process through a noisy channel"
    • Sc.D. Thesis, Department of Electrical Engineering, MIT, Cambridge, MA
    • A. W. Drake, "Observation of a Markov process through a noisy channel," Sc.D. Thesis, Department of Electrical Engineering, MIT, Cambridge, MA, 1962.
    • (1962)
    • Drake, A.W.1
  • 17
    • 0016129543 scopus 로고
    • "A note on the observation of a Markov source through a noisy channel"
    • J. L. Devore, "A note on the observation of a Markov source through a noisy channel," IEEE Trans. Inf. Theory, vol. IT-20, pp. 762-764, 1974.
    • (1974) IEEE Trans. Inf. Theory , vol.IT-20 , pp. 762-764
    • Devore, J.L.1
  • 19
    • 0003442748 scopus 로고    scopus 로고
    • "Control Under Communication Constraints"
    • Ph.D. dissertation, Department of EECS, MIT, Cambridge, MA
    • S. Tatikonda, "Control Under Communication Constraints," Ph.D. dissertation, Department of EECS, MIT, Cambridge, MA, 2000.
    • (2000)
    • Tatikonda, S.1
  • 20
    • 0028396597 scopus 로고
    • "Optimum design of measurement channels and control policies for linear-quadratic stochastic systems"
    • T. Basar and R. Bansal, "Optimum design of measurement channels and control policies for linear-quadratic stochastic systems," European J. Oper. Res., vol. 93, pp. 226-236, 1994.
    • (1994) European J. Oper. Res. , vol.93 , pp. 226-236
    • Basar, T.1    Bansal, R.2
  • 21
    • 0024736893 scopus 로고
    • "Simultaneous design of measurement and control strategies for stochastic systems with feedback"
    • R. Bansal and T. Basar, "Simultaneous design of measurement and control strategies for stochastic systems with feedback," Automatica, vol. 25, no. 5, pp. 679-694, 1989.
    • (1989) Automatica , vol.25 , Issue.5 , pp. 679-694
    • Bansal, R.1    Basar, T.2
  • 23
    • 33748538117 scopus 로고
    • "Communication in Decentralized Control"
    • Ph.D. dissertation, Department of EECS, MIT, Cambridge, MA, Sep
    • D. Teneketzis, "Communication in Decentralized Control," Ph.D. dissertation, Department of EECS, MIT, Cambridge, MA, Sep. 1979.
    • (1979)
    • Teneketzis, D.1
  • 24
    • 33748519015 scopus 로고
    • "Causal Information Transmission with Feedback"
    • Ph.D. dissertation, School of Electrical Engineering, Cornell University, Ithaca, NY
    • G. Munson, "Causal Information Transmission with Feedback," Ph.D. dissertation, School of Electrical Engineering, Cornell University, Ithaca, NY, 1981.
    • (1981)
    • Munson, G.1
  • 25
    • 0015640260 scopus 로고
    • "Non-anticipatory and prognostic epsilon entropies and message generation rates"
    • A. K. Gorbunov and M. S. Pinsker, "Non-anticipatory and prognostic epsilon entropies and message generation rates," Probl. Inf. Trans., vol. 9, pp. 184-191, 1973.
    • (1973) Probl. Inf. Trans. , vol.9 , pp. 184-191
    • Gorbunov, A.K.1    Pinsker, M.S.2
  • 26
    • 0016046382 scopus 로고
    • "Prognostic epsilon entropy of a Gaussian message and a Gaussian source"
    • A. K. Gorbunov and M. S. Pinsker, "Prognostic epsilon entropy of a Gaussian message and a Gaussian source," Probl. Inf. Transm., vol. 10, pp. 99-109, 1974.
    • (1974) Probl. Inf. Transm. , vol.10 , pp. 99-109
    • Gorbunov, A.K.1    Pinsker, M.S.2
  • 27
    • 0023325703 scopus 로고
    • "Epsilon entropy with delay with small mean-square reproduction error"
    • Apr.-Jun
    • M. S. Pinsker and A. K. Gorbunov, "Epsilon entropy with delay with small mean-square reproduction error," Probl. Inf. Transm., vol. 23, no. 2, pp. 3-8, Apr.-Jun. 1987.
    • (1987) Probl. Inf. Transm. , vol.23 , Issue.2 , pp. 3-8
    • Pinsker, M.S.1    Gorbunov, A.K.2
  • 28
    • 0023314338 scopus 로고
    • "New results on the real-time transmission problem"
    • Mar
    • S. Engell, "New results on the real-time transmission problem," IEEE Trans. Inf. Theory, vol. IT-33, no. 2, Mar. 1987.
    • (1987) IEEE Trans. Inf. Theory , vol.IT-33 , Issue.2
    • Engell, S.1
  • 29
    • 0017958039 scopus 로고
    • "Team signaling and information theory"
    • Apr
    • Y. C. Ho, M. Kastner, and E. Wong, "Team signaling and information theory," IEEE Trans. Autom. Control, vol. AC-23, no. 2, pp. 305-312, Apr. 1978.
    • (1978) IEEE Trans. Autom. Control , vol.AC-23 , Issue.2 , pp. 305-312
    • Ho, Y.C.1    Kastner, M.2    Wong, E.3
  • 30
    • 33748536502 scopus 로고
    • Delayless Information Transmission
    • Sweden, LiTH-ISY-I-0260 Linköping University, Linköping
    • T. Ericson, Delayless Information Transmission, Linköping University, Linköping, Sweden, LiTH-ISY-I-0260, 1979.
    • (1979)
    • Ericson, T.1
  • 31
    • 0020843794 scopus 로고
    • "On a type of stochastic stability for a class of encoding schemes"
    • Nov
    • J. C. Kieffer and J. G. Dunham, "On a type of stochastic stability for a class of encoding schemes," IEEE Trans. Inf. Theory, vol. IT-29, no. 6, pp. 793-797, Nov. 1983.
    • (1983) IEEE Trans. Inf. Theory , vol.IT-29 , Issue.6 , pp. 793-797
    • Kieffer, J.C.1    Dunham, J.G.2
  • 32
    • 0020098296 scopus 로고
    • "Stochastic stability for feedback quantization schemes"
    • Mar
    • J. C. Kieffer, "Stochastic stability for feedback quantization schemes," IEEE Trans. Inf. Theory, vol. IT-28, no. 2, pp. 248-254, Mar. 1982.
    • (1982) IEEE Trans. Inf. Theory , vol.IT-28 , Issue.2 , pp. 248-254
    • Kieffer, J.C.1
  • 34
    • 0016882596 scopus 로고
    • "The rate distortion function for source coding with side information at the decoder"
    • A. D. Wyner and J. Ziv, "The rate distortion function for source coding with side information at the decoder," IEEE Trans. Inf. Theory, vol. IT-22, pp. 1-10, 1976.
    • (1976) IEEE Trans. Inf. Theory , vol.IT-22 , pp. 1-10
    • Wyner, A.D.1    Ziv, J.2
  • 35
    • 0015658957 scopus 로고
    • "The optimal control of partially observable Markov processes over a finite horizon"
    • R. D. Smallwood and E. J. Sondik, "The optimal control of partially observable Markov processes over a finite horizon," Oper. Res., vol. 11, pp. 1071-1088, 1973.
    • (1973) Oper. Res. , vol.11 , pp. 1071-1088
    • Smallwood, R.D.1    Sondik, E.J.2
  • 37
    • 0015287303 scopus 로고
    • "Broadcast channels"
    • Jan
    • T. M. Cover, "Broadcast channels," IEEE Trans. Inf. Theory, vol. IT-18, pp. 2-14, Jan. 1972.
    • (1972) IEEE Trans. Inf. Theory , vol.IT-18 , pp. 2-14
    • Cover, T.M.1
  • 38
    • 0016078890 scopus 로고
    • "Capacity and coding for degraded broadcast channels"
    • July-Sept
    • R. G. Gallager, "Capacity and coding for degraded broadcast channels," Probl. Inform. Transm., pp. 185-193, July-Sept. 1974.
    • (1974) Probl. Inform. Transm. , pp. 185-193
    • Gallager, R.G.1
  • 39
    • 0018845143 scopus 로고
    • "Capacity of a broadcast channel with one deterministic component"
    • Jan.-Mar
    • S. I. Gelfand and M. S. Pinsker, "Capacity of a broadcast channel with one deterministic component," Probl. Inf. Transm., vol. 16, no. 1, pp. 17-25, Jan.-Mar 1980.
    • (1980) Probl. Inf. Transm. , vol.16 , Issue.1 , pp. 17-25
    • Gelfand, S.I.1    Pinsker, M.S.2
  • 40
    • 0019148101 scopus 로고
    • "Coding for channel with random parameters"
    • S. I. Gelfand and M. S. Pinsker, "Coding for channel with random parameters," Probl. Contr. Inf. Theory, vol. 9, no. 1, pp. 19-31, 1980.
    • (1980) Probl. Contr. Inf. Theory , vol.9 , Issue.1 , pp. 19-31
    • Gelfand, S.I.1    Pinsker, M.S.2
  • 41
    • 0018467629 scopus 로고
    • "A coding theorem for the discrete memoryless broadcast channel"
    • May
    • K. Marton, "A coding theorem for the discrete memoryless broadcast channel," IEEE Trans. Inf. Theory, vol. IT-25, pp. 306-311, May 1979.
    • (1979) IEEE Trans. Inf. Theory , vol.IT-25 , pp. 306-311
    • Marton, K.1
  • 42
    • 0038105207 scopus 로고    scopus 로고
    • "On the achievable throughput of a multiantenna Gaussian broadcast channel"
    • Jul
    • G. Caire and S. Shamai, "On the achievable throughput of a multiantenna Gaussian broadcast channel," IEEE Trans. Inf. Theory, vol. 49, no. 7, pp. 1691-1706, Jul. 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.7 , pp. 1691-1706
    • Caire, G.1    Shamai, S.2
  • 43
    • 0242334035 scopus 로고    scopus 로고
    • "Duality, achievable rates, and sum-rate capacity of gausian MIMO broadcast channels"
    • Oct
    • S. Viswanath, N. Jindal, and A. Goldsmith, "Duality, achievable rates, and sum-rate capacity of gausian MIMO broadcast channels," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2658-2668, Oct. 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.10 , pp. 2658-2668
    • Viswanath, S.1    Jindal, N.2    Goldsmith, A.3
  • 44
    • 0032184236 scopus 로고    scopus 로고
    • "Comments on broadcast channels"
    • Oct
    • T. Cover, "Comments on broadcast channels," IEEE Trans. Inf. Theory, vol. IT-44, no. 6, pp. 2524-2531, Oct. 1998.
    • (1998) IEEE Trans. Inf. Theory , vol.IT-44 , Issue.6 , pp. 2524-2531
    • Cover, T.1
  • 45
    • 0017465870 scopus 로고
    • "Rate versus fidelity for the binary source"
    • Mar
    • S. P. Lloyd, "Rate versus fidelity for the binary source," Bell Syst. Tech. J., vol. 56, pp. 427-437, Mar. 1977.
    • (1977) Bell Syst. Tech. J. , vol.56 , pp. 427-437
    • Lloyd, S.P.1
  • 46
    • 0013195915 scopus 로고    scopus 로고
    • "Anytime Information Theory"
    • Ph.D. dissertation, Dept. EECS, MIT, Cambridge, MA, Feb
    • A. Sahai, "Anytime Information Theory," Ph.D. dissertation, Dept. EECS, MIT, Cambridge, MA, Feb. 2001.
    • (2001)
    • Sahai, A.1
  • 47
    • 0002679852 scopus 로고
    • "A survey of algorithmic methods for partially observed Markov decision processes"
    • W. S. Lovejoy, "A survey of algorithmic methods for partially observed Markov decision processes," Ann. Oper. Res., vol. 28, 1991.
    • (1991) Ann. Oper. Res. , vol.28
    • Lovejoy, W.S.1
  • 48
    • 0001651885 scopus 로고    scopus 로고
    • "Agreeing to disagree"
    • R. J. Aumann, "Agreeing to disagree," Ann. Stat., vol. 4, no. 6, pp. 1236-1239.
    • Ann. Stat. , vol.4 , Issue.6 , pp. 1236-1239
    • Aumann, R.J.1
  • 49
    • 33748519975 scopus 로고    scopus 로고
    • "Partially observed Markov decision processes: A survey"
    • C. C. White, "Partially observed Markov decision processes: A survey," Ann. Oper. Res., vol. 32.
    • Ann. Oper. Res. , vol.32
    • White, C.C.1
  • 50
    • 0036496258 scopus 로고    scopus 로고
    • "Limited-delay lossy coding for filtering of individual sequences"
    • Mar
    • T. Weissman and N. Merhav, "Limited-delay lossy coding for filtering of individual sequences," IEEE Trans. Inf. Theory, vol. IT-48, no. 3, pp. 721-733, Mar. 2002.
    • (2002) IEEE Trans. Inf. Theory , vol.IT-48 , Issue.3 , pp. 721-733
    • Weissman, T.1    Merhav, N.2
  • 51
    • 2642551766 scopus 로고    scopus 로고
    • "A follow the perturbed leader-type algorithm for zero-delay quantization of individual sequences"
    • Snowbird, UT, Mar. 23-25
    • A. Gyorgi, T. Linder, and G. Lugosi, "A follow the perturbed leader-type algorithm for zero-delay quantization of individual sequences," in Data Compression Conference, Snowbird, UT, Mar. 23-25, 2004.
    • (2004) Data Compression Conference
    • Gyorgi, A.1    Linder, T.2    Lugosi, G.3
  • 52
    • 3543091481 scopus 로고    scopus 로고
    • "Efficient adaptive algorithms and minimax bounds for zero-delay lossy source coding"
    • Aug
    • A. Gyorgi, T. Linder, and G. Lugosi, "Efficient adaptive algorithms and minimax bounds for zero-delay lossy source coding," IEEE Trans. Inf. Theory, vol. 52, pp. 2337-2347, Aug. 2004.
    • (2004) IEEE Trans. Inf. Theory , vol.52 , pp. 2337-2347
    • Gyorgi, A.1    Linder, T.2    Lugosi, G.3
  • 53
    • 0037355963 scopus 로고    scopus 로고
    • "Source coding exponents for zero-delay coding with finite memory"
    • Mar
    • N. Merhav and I. Kontoyannis, "Source coding exponents for zero-delay coding with finite memory," IEEE Trans. Inf. Theory, vol. IT-49, no. 3, pp. 609-625, Mar. 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.IT-49 , Issue.3 , pp. 609-625
    • Merhav, N.1    Kontoyannis, I.2
  • 54
    • 33748534601 scopus 로고    scopus 로고
    • "On competitive zero-delay source-channel coding"
    • Princeton, N.J., Mar. 17-19
    • S. Matloub and T. Weismann, "On competitive zero-delay source-channel coding," in Proc. CISS Conf., Princeton, N.J., Mar. 17-19, 2004.
    • (2004) Proc. CISS Conf.
    • Matloub, S.1    Weismann, T.2
  • 55
    • 0003881464 scopus 로고    scopus 로고
    • "Algorithms for Partially Observable Markov Decision Processes"
    • Ph.D. dissertation, The Hong Kong University of Science and Technology, Aug
    • W. Zhang, "Algorithms for Partially Observable Markov Decision Processes," Ph.D. dissertation, The Hong Kong University of Science and Technology,, Aug. 2001.
    • (2001)
    • Zhang, W.1
  • 56
    • 14244269057 scopus 로고    scopus 로고
    • "Simulation-based uniform value function estimates of Markov decision processes"
    • Nov
    • R. Jain and P. Varaiya, "Simulation-based uniform value function estimates of Markov decision processes," SIAM J. Contr. Optim., Nov. 2004.
    • (2004) SIAM J. Contr. Optim.
    • Jain, R.1    Varaiya, P.2
  • 57
    • 33745828431 scopus 로고    scopus 로고
    • "Efficient Market Mechanisms and Simulation-based Learning for Multi-agent Systems"
    • Ph.D. dissertation, Dep. EECS, , University of California, Berkeley, Berkeley, CA
    • R. Jain, "Efficient Market Mechanisms and Simulation-based Learning for Multi-agent Systems," Ph.D. dissertation, Dep. EECS, , University of California, Berkeley, Berkeley, CA, 2004.
    • (2004)
    • Jain, R.1
  • 58
    • 0000494894 scopus 로고
    • "Computationally feasible bounds for partially observed Markov decision processes"
    • W. S. Lovejoy, "Computationally feasible bounds for partially observed Markov decision processes," Oper. Res., vol. 39, no. 1, pp. 162-175, 1991.
    • (1991) Oper. Res. , vol.39 , Issue.1 , pp. 162-175
    • Lovejoy, W.S.1
  • 59
    • 0003871607 scopus 로고
    • "The Optimal Control of Partially Observed Markov Decision Processes"
    • Ph.D. Dissertation, Stanford University, Stanford, CA
    • E. J. Sondik, "The Optimal Control of Partially Observed Markov Decision Processes," Ph.D. Dissertation, Stanford University, Stanford, CA, 1971.
    • (1971)
    • Sondik, E.J.1
  • 60
    • 0017943242 scopus 로고
    • "The optimal control of partially observable decision processes over the infinite horizon: Discounted cost"
    • E. J. Sondik, "The optimal control of partially observable decision processes over the infinite horizon: Discounted cost," Oper. Res., vol. 26, no. 2, pp. 282-304, 1978.
    • (1978) Oper. Res. , vol.26 , Issue.2 , pp. 282-304
    • Sondik, E.J.1
  • 61
    • 0024739631 scopus 로고
    • "Solution procedures for partially observed Markov decision processes"
    • C. C. White III and W. T. Scherer, "Solution procedures for partially observed Markov decision processes," Oper. Res., vol. 37, no. 5, pp. 791-797, 1989.
    • (1989) Oper. Res. , vol.37 , Issue.5 , pp. 791-797
    • White III, C.C.1    Scherer, W.T.2
  • 62
    • 70350107178 scopus 로고
    • "Structural estimation of Markov decision processes"
    • R. F. Engle and D. L. McFadden, Eds. :Elsevier ch. 51
    • J. Rust, "Structural estimation of Markov decision processes," in Handbook of Econometrics, R. F. Engle and D. L. McFadden, Eds. :ELsevier, 1994, vol. IV, ch. 51, pp. 3081-3143.
    • (1994) Handbook of Econometrics , vol.4 , pp. 3081-3143
    • Rust, J.1
  • 63
    • 70350192140 scopus 로고    scopus 로고
    • "Numerical Dynamic Programming in Economics"
    • H. M. Amman, D. A. Kendrick, and J. Rust, Eds. :Elsevier ch. 14
    • J. Rust, "Numerical Dynamic Programming in Economics," in Handbook of Computational Economics, H. M. Amman, D. A. Kendrick, and J. Rust, Eds. :ELsevier, 1996, vol. I, ch. 14, pp. 619-729.
    • (1996) Handbook of Computational Economics , vol.1 , pp. 619-729
    • Rust, J.1
  • 65
    • 84880772945 scopus 로고    scopus 로고
    • "Point-based value iteration: An anytime algorithm for POMDPs"
    • Acapulco, Mexico
    • J. Pineau, G. Gordon, and S. Thrun, "Point-based value iteration: An anytime algorithm for POMDPs," in Proc. Int. Joint Conf. Artif. Intell. (IJCAI), Acapulco, Mexico, 2003, pp. 1025-1032.
    • (2003) Proc. Int. Joint Conf. Artif. Intell. (IJCAI) , pp. 1025-1032
    • Pineau, J.1    Gordon, G.2    Thrun, S.3
  • 66
    • 0141819580 scopus 로고    scopus 로고
    • "PEGASUS: A policy search method for large MDP's and POMDPs"
    • A. Y. Ng and M. Jordan, "PEGASUS: A policy search method for large MDP's and POMDPs," Proc. Uncertain. Artif. Intell., 2000.
    • (2000) Proc. Uncertain. Artif. Intell.
    • Ng, A.Y.1    Jordan, M.2
  • 68
    • 0034858281 scopus 로고    scopus 로고
    • "Causal source coding of stationary sources with high resolution"
    • Washington, DC, Jun
    • T. Linder and R. Zamir, "Causal source coding of stationary sources with high resolution," in Proc. Int. Symp. Inf. Theory, Washington, DC, Jun. 2001, p. 28.
    • (2001) Proc. Int. Symp. Inf. Theory , pp. 28
    • Linder, T.1    Zamir, R.2
  • 69
    • 0021468356 scopus 로고
    • "Asymptotic agreement among communicating decisionmakers"
    • R. B. Washburn and D. Teneketzis, "Asymptotic agreement among communicating decisionmakers," Stochastics, vol. 13, pp. 103-129, 1984.
    • (1984) Stochastics , vol.13 , pp. 103-129
    • Washburn, R.B.1    Teneketzis, D.2
  • 71
    • 27744596125 scopus 로고
    • "A result on delay-less information transmission"
    • Grignano, Italy, Jun
    • T. Ericson, "A result on delay-less information transmission," in Proc. Int. Symp. Inf. Theory, Grignano, Italy, Jun. 1979.
    • (1979) Proc. Int. Symp. Inf. Theory
    • Ericson, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.