The DOI matches its Crossref record; 55 of the 55 references it cites were found in a registry or an index.
Power Control in Wireless Cellular Networks
Abstract
Transmit power in wireless cellular networks is a key degree of freedom in the management of interference, energy, and connectivity. Power control in both the uplink and downlink of a cellular network has been extensively studied, especially over the last 15 years, and some of the results have enabled the continuous evolution and significant impact of the digital cellular technology. This survey provides a comprehensive discussion of the models, algorithms, analysis, and methodologies in this vast and growing literature. It starts with a taxonomy of the wide range of power control problem formulations, and progresses from the basic formulation to more sophisticated ones. When transmit power is the only set of optimization variables, algorithms for fixed SIR are presented first, before turning to their robust versions and joint SIR and power optimization. This is followed by opportunistic and non-cooperative power control. Then joint control of power together with beamforming pattern, base station assignment, spectrum allocation, and transmit schedule is surveyed one-by-one. Throughout the survey, we highlight the use of mathematical language and tools in the study of power control, including optimization theory, control theory, game theory, and linear algebra. Practical implementations of some of the algorithms in operational networks are discussed in the concluding section. As illustrated by the open problems presented at the end of most chapters, in the area of power control in cellular networks, there are still many under-explored directions and unresolved issues that remain theoretically challenging and practically important.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Boyd, S., & Vandenberghe, L. (2004) · doi:10.1017/cbo9780511804441 · Cited by 56,601
Fundamentals of Wireless Communication
Tse, D., & Viswanath, P. (2005) · doi:10.1017/cbo9780511807213 · Cited by 13,162
Zero-Forcing Methods for Downlink Spatial Multiplexing in Multiuser MIMO Channels
Spencer, Q. H., Swindlehurst, A. L., & Haardt, M. (2004) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2003.821107 · Cited by 3,148
A framework for uplink power control in cellular radio systems
Yates, R. D. (1995) · IEEE Journal on Selected Areas in Communications · doi:10.1109/49.414651 · Cited by 2,436
Fair end-to-end window-based congestion control
Mo, J., & Walrand, J. (2000) · IEEE/ACM Transactions on Networking · doi:10.1109/90.879343 · Cited by 2,095
Information capacity and power control in single-cell multiuser communications
Knopp, R., & Humblet, P. A. (2002) · Proceedings IEEE International Conference on Communications ICC '95 · doi:10.1109/icc.1995.525188 · Cited by 2,059
On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming
Taesa, & Goldsmith, A. (2006) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2005.862421 · Cited by 2,057
Capacity of fading channels with channel side information
Goldsmith, A. J., & Varaiya, P. P. (1997) · IEEE Transactions on Information Theory · doi:10.1109/18.641562 · Cited by 2,018
A simple distributed autonomous power control algorithm and its convergence
Foschini, G. J., & Miljanic, Z. (1993) · IEEE Transactions on Vehicular Technology · doi:10.1109/25.260747 · Cited by 1,723
Duality, achievable rates, and sum-rate capacity of gaussian mimo broadcast channels
Vishwanath, S., Jindal, N., & Goldsmith, A. (2003) · IEEE Transactions on Information Theory · doi:10.1109/tit.2003.817421 · Cited by 1,683
Dual methods for nonconvex spectrum optimization of multicarrier systems
Yu, W., & Lui, R. (2006) · IEEE Transactions on Communications · doi:10.1109/tcomm.2006.877962 · Cited by 1,572
Theory of Spread-Spectrum Communications - A Tutorial
Pickholtz, R., Schilling, D., & Milstein, L. (1982) · IEEE Transactions on Communications · doi:10.1109/tcom.1982.1095533 · Cited by 1,370
Efficient power control via pricing in wireless data networks
Saraydar, C. U., Mandayam, N. B., & Goodman, D. J. (2002) · IEEE Transactions on Communications · doi:10.1109/26.983324 · Cited by 1,337
Sum capacity of the vector Gaussian broadcast channel and uplink–downlink duality
Viswanath, P., & Tse, D. N. C. (2003) · IEEE Transactions on Information Theory · doi:10.1109/tit.2003.814483 · Cited by 1,290
CDMA/HDR: a bandwidth efficient high speed wireless data service for nomadic users
Bender, P., Black, P., Grob, M., Padovani, R., Sindhushyana, N., & Viterbi, A. (2000) · IEEE Communications Magazine · doi:10.1109/35.852034 · Cited by 1,195
Solution of the Multiuser Downlink Beamforming Problem With Individual SINR Constraints
Schubert, M., & Boche, H. (2004) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2003.819629 · Cited by 1,178
Performance of optimum transmitter power control in cellular radio systems
Zander, J. (1992) · IEEE Transactions on Vehicular Technology · doi:10.1109/25.120145 · Cited by 1,167
Linear precoding via conic optimization for fixed MIMO receivers
Wiesel, A., Eldar, Y. C., & Shamai, S. (2006) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2005.861073 · Cited by 974
On beamforming with finite rate feedback in multiple-antenna systems
Kiran Mukkavilli, K., Sabharwal, A., Erkip, E., & Aazhang, B. (2003) · IEEE Transactions on Information Theory · doi:10.1109/tit.2003.817433 · Cited by 906
Power Control By Geometric Programming
Chiang, M., Tan, C. W., Palomar, D. P., O'neill, D., & Julian, D. (2007) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2007.05960 · Cited by 886
Self-citationTransmit beamforming and power control for cellular wireless systems
Rashid-Farrokhi, F., Liu, K. J. R., & Tassiulas, L. (1998) · IEEE Journal on Selected Areas in Communications · doi:10.1109/49.730452 · Cited by 867
Distributed multiuser power control for digital subscriber lines
Yu, W., Ginis, G., & Cioffi, J. M. (2002) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2002.1007390 · Cited by 855
Transmitter Optimization for the Multi-Antenna Downlink With Per-Antenna Power Constraints
Yu, W., & Lan, T. (2007) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2006.890905 · Cited by 839
Self-citationDistributed cochannel interference control in cellular radio systems
Zander, J. (1992) · IEEE Transactions on Vehicular Technology · doi:10.1109/25.155977 · Cited by 765
Distributed interference compensation for wireless networks
Huang, J., Berry, R. A., & Honig, M. L. (2006) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2006.872889 · Cited by 726
Equilibrium Points in Nonzero-Sum n -Person Submodular Games
Topkis, D. M. (1979) · SIAM Journal on Control and Optimization · doi:10.1137/0317054 · Cited by 663
Joint scheduling and power control for wireless ad hoc networks
ElBatt, T., & Ephremides, A. (2004) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2003.819032 · Cited by 569
Maximizing Queueing Network Utility Subject to Stability: Greedy Primal-Dual Algorithm
Stolyar, A. L. (2005) · Queueing Systems · doi:10.1007/s11134-005-1450-0 · Cited by 505
A utility-based power-control scheme in wireless cellular systems
Xiao, M., Shroff, N. B., & Chong, E. K. P. (2003) · IEEE/ACM Transactions on Networking · doi:10.1109/tnet.2003.810314 · Cited by 481
Hanly, S. V. (1995) · IEEE Journal on Selected Areas in Communications · doi:10.1109/49.414650 · Cited by 454
On the Duality of Gaussian Multiple-Access and Broadcast Channels
Jindal, N., Vishwanath, S., & Goldsmith, A. (2004) · IEEE Transactions on Information Theory · doi:10.1109/tit.2004.826646 · Cited by 453
Convergence of Proportional-Fair Sharing Algorithms Under General Conditions
Kushner, H. J., & Whiting, P. (2004) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2004.830826 · Cited by 444
On optimal call admission control in cellular networks
Ramjee, R., Towsley, D., & Nagarajan, R. (1997) · Wireless Networks · doi:10.1023/a:1019172226345 · Cited by 429
CDMA Uplink Power Control as a Noncooperative Game
Alpcan, T., Başar, T., Srikant, R., & Altman, E. (2002) · Wireless Networks · doi:10.1023/a:1020375225649 · Cited by 420
Optimal multiuser spectrum balancing for digital subscriber lines
Cendrillon, R., Yu, W., Moonen, M., Verlinden, J., & Bostoen, T. (2006) · IEEE Transactions on Communications · doi:10.1109/tcomm.2006.873096 · Cited by 359
Bambos, N., Chen, S. C., & Pottie, G. J. (2000) · IEEE/ACM Transactions on Networking · doi:10.1109/90.879345 · Cited by 330
Optimum beamforming using transmit antenna arrays
Visotsky, E., & Madhow, U. (2003) · 1999 IEEE 49th Vehicular Technology Conference (Cat. No.99CH36363) · doi:10.1109/vetec.1999.778328 · Cited by 319
Energy-Efficient Resource Allocation in Wireless Networks
Meshkati, F., Poor, H. V., & Schwartz, S. C. (2007) · IEEE Signal Processing Magazine · doi:10.1109/msp.2007.361602 · Cited by 296
Stochastic power control for cellular radio systems
Ulukus, S., & Yates, R. D. (1998) · IEEE Transactions on Communications · doi:10.1109/26.681417 · Cited by 259
(2005) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2004.837347 · Cited by 259
Non-cooperative uplink power control in cellular radio systems
Ji, H., & Huang, C.-Y. (1998) · Wireless Networks · doi:10.1023/a:1019108223561 · Cited by 222
Uplink-downlink duality via minimax duality
Yu, W. (2006) · IEEE Transactions on Information Theory · doi:10.1109/tit.2005.862102 · Cited by 217
Iterative multiuser uplink and downlink beamforming under SINR constraints
Schubert, M., & Boche, H. (2005) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2005.849164 · Cited by 205
A noncooperative power control game for multirate CDMA data networks
Sung, C. W., & Wong, W. S. (2003) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2002.806394 · Cited by 157
Joint resource allocation and base-station assignment for the downlink in CDMA networks
Lee, J.-W., Mazumdar, R. R., & Shroff, N. B. (2006) · IEEE/ACM Transactions on Networking · doi:10.1109/tnet.2005.863480 · Cited by 131
Downlink power control and base station assignment
Rashid-Farrokhi, F., Liu, K. J. R., & Tassiulas, L. (1997) · IEEE Communications Letters · doi:10.1109/4234.602597 · Cited by 85
Uplink Power Adjustment in Wireless Communication Systems: A Stochastic Control Analysis
Huang, M., Caines, P. E., & Malhamé, R. P. (2004) · IEEE Transactions on Automatic Control · doi:10.1109/tac.2004.835388 · Cited by 82
Analysis of an up/down power control algorithm for the CDMA reverse link under fading
Song, L., Mandayam, N. B., & Gajić, Z. (2001) · IEEE Journal on Selected Areas in Communications · doi:10.1109/49.914505 · Cited by 76
Distributed power control algorithms for wireless networks
Wu, C., & Bertsekas, D. P. (2001) · IEEE Transactions on Vehicular Technology · doi:10.1109/25.923062 · Cited by 69
Distributed Uplink Power Control for Optimal SIR Assignment in Cellular Data Networks
Hande, P. H., Rangan, S., & Chiang, M. (2006) · doi:10.1109/infocom.2006.248 · Cited by 53
Self-citationPower Control of Cellular Radio Systems Via Robust Smith Prediction Filter
Lee, B.-K., Chen, H.-W., & Chen, B.-S. (2004) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2004.834705 · Cited by 51
The Optimality of Transmit Beamforming: A Unified View
Srinivasa, S., & Jafar, S. A. (2007) · IEEE Transactions on Information Theory · doi:10.1109/tit.2007.892769 · Cited by 51
A fuzzy reinforcement learning approach to power control in wireless transmitters
Vengerov, D., Bambos, N., & Berenji, H. R. (2005) · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · doi:10.1109/tsmcb.2005.846001 · Cited by 47
Adaptive power control of cellular CDMA systems via the optimal predictive model
Chen, B., Lee, B.-K., & Chen, S.-K. (2005) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2005.850287 · Cited by 37
Liu, D., Zhang, Y., & Hu, S. (2004) · Wireless Networks · doi:10.1023/b:wine.0000028550.82768.49 · Cited by 10
Cited by
Efficient multi-user computation offloading for mobile-edge cloud computing
Chen, X., Jiao, L., Li, W., & Fu, X. (2016) · IEEE/ACM Transactions on Networking · doi:10.1109/tnet.2015.2487344 · Cited by 2,675
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks
Nasir, Y. S., & Guo, D. (2019) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2019.2933973 · Cited by 660
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method
Chang, T.-H., Nedic, A., & Scaglione, A. (2014) · IEEE Transactions on Automatic Control · doi:10.1109/tac.2014.2308612 · Cited by 401
Shen, Y., Shi, Y., Zhang, J., & Letaief, K. B. (2021) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2020.3036965 · Cited by 367
Non-Orthogonal Multiple Access: Common Myths and Critical Questions
Vaezi, M., Schober, R., Ding, Z., & Poor, H. V. (2019) · IEEE Wireless Communications · doi:10.1109/mwc.2019.1800598 · Cited by 339
Metadata
- Authors
- Chiang, M., Hande, P., Lan, T., & Tan, C. W.
- Venue
- Foundations and Trends in Networking
- Publisher
- Emerald
- Published
- 2008-06-19
- Volume
- 2
- Issue
- 4
- Pages
- 381-533
- ISSN
- 1554-057X (ISSN-L)
- 1554-0588
- OpenAlex
- W4211091685
- Cited by
- 304
- References
- 55
- FWCI
- 12.85
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.