Abstract
We report theoretical/numerical estimation of ultimate limits of bandwidth efficient delivery of high bit‐rate digital signals indoors. Specifically, we analyze the Crawford Hill Bell Laboratories building. Single omni transmit and receive antennas are assumed. The signals incur attenuation and distortion due to multipath and at high bit‐rates this frequency selectivity causes ISI. Moreover, there is impairment by gaussian noise. Transmit power and bandwidth constraints limit communications efficiency. We illustrate this limiting of efficiency in examples assuming 5.2 GHz carrier, 10 MHz bandwidth and up to 1 W transmitted power. The experimentally based WiSE ray‐tracing tool models the channels from a base on the ceiling to workspaces in various rooms. Movement within a workspace causes channel changes. Computing the probability distribution of capacity shows substantial capacity for the omni‐omni case with 10 MHz bandwidth for 100 mW transmitted. For the most distant offices, for at least 95% of the area in a workspace, we obtain 3.6 bps/Hz. We also examine diversity methods, illustrating substantial gains with nth order optimum combining (OC(n)):OC(2) improves capacity by over 35% in rooms where capacity is the lowest while OC(4) improves it 70%. We put the results in a pragmatic perspective by highlighting the bit‐rates achievable with decision feedback equalization
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C.A. Belfiore and J.H. Park Jr, Decision feedback equalization, Proceedings IEEE 67(8) (August 1979) 1143–1156.
C. Berrou, A. Glavieux and P. Thitimajshima, Near Shannon limit error-correcting coding and decoding: turbocodes, in: Proceedings of ICC '93, Geneva (1993) pp. 1064–1070.
J.M. Cioffi, G.P. Dudevoir, M. Vedat Eyuboglu and G.D. Forney Jr, MMSE decision-feedback equalizers and coding – Part I: equalization results, IEEE Transactions on Communications (October 1995) 2582–2594.
M.V. Clark, Diversity and equalization in digital cellular radio, Dissertation, Dept. of Electrical and Electronic Engineering, University of Canterbury, New Zealand (1992).
M.V. Clark, L.J. Greenstein, W.K. Kennedy and M. Shafi, Optimum linear diversity receivers in digital cellular radio, in: Proceedings of PIMRC '92 (IEEE Communications Society, Boston, MA, 1992) pp. 174–178.
M.V. Clark, L.J. Greenstein, W.K. Kennedy and M. Shafi, Matched filter performance bounds for diversity combining receivers in digital mobile radio, IEEE Transactions on Vehicular Technology 41(4) (November 1992) 356–362.
M.V. Clark, M. Shafi, W.K. Kennedy and L.J. Greenstein, MMSE diversity combining for wide-band digital cellular radio, IEEE Transactions on Communications 40(6) (June 1992) 1128–1135.
M.V. Clark, M. Shafi, W.K. Kennedy and L.J. Greenstein, Optimum linear diversity receivers for mobile communications, IEEE Transactions on Vehicular Technology 43(1) (February 1994) 47–56.
B. Daneshard and L.J. Cimini Jr, Equalization requirements for 30 MBPS indoor wireless data transmission, in: Vehicular Technology Conference, Atlanta, GA (1996) pp. 71–75.
W. Diepstraten and H.J.M. Stevens, WaveLAN systems test report, NCR Corporation TR No. 407-0023871 rev A.
D.D. Falconer and G.J. Foschini, Theory of minimum mean-square-error QAM systems employing decision feedback equalization, Bell Systems Technical Journal 52(10) (December 1973) 1821–1849.
G.D. Forney Jr, R.G. Gallager, G.R. Lang, F.M. Longstaff and S.U. Qureshi, Efficient modulation for band-limited channels, IEEE Journal on Selected Areas in Communications 2(5) (September 1984) 632–647.
S.J. Fortune, D.H. Gay, B.W. Kernighan, O. Landron, R.A. Valenzuela and M.H. Wright, WiSE design of indoor wireless systems: practical computation and optimization, IEEE Computational Science and Engineering (March 1995).
R.G. Gallager, Information Theory and Reliable Communication (Wiley, New York, 1968) Chapter IV.
M.J. Gans, R.A. Valenzuela, J.H. Winters and M.J. Carloni, High data rate indoor wireless communications using antenna arrays, IEEE Transactions on Vehicular Technology, submitted.
R.D. Gitlin, J.F. Hayes and S. Weinstein, Data Communication Principles (Plenum Press, New York, 1992) Chapters 5 and 7.
W.C. Jakes Jr, Microwave Mobile Communications (Wiley, New York, 1974) Chapter 1.
J. Kruys, HiperLAN, Applications and requirements, in: '92, Boston, MA (October, 1992) pp. 133–135.
R.A. Valenzuela, O. Landron and D.L. Jacobs, Estimating local mean signal strength of indoor multipath propagation, IEEE Transactions on Vehicular Technology (February 1997).
M.S. Pinsker, Information and Information Stability of Random Processes (Holden Bay, San Francisco, 1964) Chapter 10.
R. Price, Nonlinearly feedback-equalized PAM vs capacity for noisy filter channels, in: Proceedings of International Conference on Communications (June 1972) pp. 22-12–22-17.
J. Salz, Optimum mean-square decision feedback equalization, Bell System Technical Journal 52(8) (October 1973) 1341–1373.
J. Salz and P. Balaban, Optimum diversity combining and equalization in digital data transmission with applications to cellular mobile radio – Part I: Theoretical considerations, IEEE Transactions on Communications 40(5) (May 1992) 885–894.
J. Salz and P. Balaban, Optimum diversity combining and equalization in digital data transmission with applications to cellular mobile radio – Part II: Numerical results, IEEE Transactions on Communications 40(5) (May 1992) 895–907.
J. Salz and A.D. Wyner, On data transmission over cross coupled multi-input, multi-output linear channels with applications to mobile radio, private communication.
B.J. Tuch, An ISM band local area network: WaveLAN, in: Proceedings of IEEE Workshop on Local Area Networks, Worster Polytechnic Institute, Worster, MA (May 1991) pp. 103–111.
G. Ungerboeck, Channel coding with multilevel/phase signals, IEEE Transactions on Information Theory 28(1) (January 1982) 55–67.
R.A. Valenzuela, A new ray tracing approach to predicting indoor wireless transmission, in: Proceedings of IEEE VT Conference (May 1993).
J.H. Winters, On the capacity of radio communications systems with diversity in a Rayleigh fading environment, IEEE Journal on Selected Areas of Communications (June 1987) 871–878.
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Foschini, G., Valenzuela, R. Initial estimation of communication efficiency of indoor wireless channels. Wireless Networks 3, 141–154 (1997). https://doi.org/10.1023/A:1019192830888
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DOI: https://doi.org/10.1023/A:1019192830888