Please use this identifier to cite or link to this item: https://doi.org/10.1109/TCOMM.2008.060214
Title: Cross-layer adaptive transmission: Optimal strategies in fading channels
Authors: Hoang, A.T.
Motani, M. 
Keywords: Adaptive tansmission
Cross-layer design
Markov decision process
Throughput maximization
Issue Date: May-2008
Source: Hoang, A.T., Motani, M. (2008-05). Cross-layer adaptive transmission: Optimal strategies in fading channels. IEEE Transactions on Communications 56 (5) : 799-807. ScholarBank@NUS Repository. https://doi.org/10.1109/TCOMM.2008.060214
Abstract: We consider cross-layer adaptive transmission for a single-user system with stochastic data traffic and a timevarying wireless channel. The objective is to vary the transmit power and rate according to the buffer and channel conditions so that the system throughput, defined as the long-term average rate of successful data transmission, is maximized, subject to an average transmit power constraint.When adaptation is subject to a fixed bit error rate (BER) requirement, maximizing the system throughput is equivalent to minimizing packet loss due to buffer overflow. When the BER requirement is relaxed, maximizing the system throughput is equivalent to minimizing total packet loss due to buffer overflow and transmission errors. In both cases, we obtain optimal transmission policies through dynamic programming. We identify an interesting structural property of these optimal policies, i.e., for certain correlated fading channel models, the optimal transmit power and rate can increase when the channel gain decreases toward outage. This is in sharp contrast to the water-filling structure of policies that maximize the rate of transmission over fading channels. Numerical results are provided to support the theoretical development. © 2008 IEEE.
Source Title: IEEE Transactions on Communications
URI: http://scholarbank.nus.edu.sg/handle/10635/55476
ISSN: 00906778
DOI: 10.1109/TCOMM.2008.060214
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