학술논문

Optimal Adaptive Data Transmission over a Fading Channel with Deadline and Power Constraints
Document Type
Conference
Source
2006 40th Annual Conference on Information Sciences and Systems Information Sciences and Systems, 2006 40th Annual Conference on. :931-937 Mar, 2006
Subject
General Topics for Engineers
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Data communication
Fading
Optimal control
Transmitters
Energy efficiency
Time factors
Costs
Stochastic processes
Control theory
Lagrangian functions
Language
Abstract
We consider optimal rate control for energy-efficient data transmission over time-varying (fading) channels with strict deadline constraints. Specifically, the scenario consists of a transmitter with B units of data that must be transmitted by deadline T over a wireless channel. The transmitter can control the transmission rate over time by varying the transmission power subject to expected short-term power limits. The expended power depends on both the (chosen) transmission rate and the present channel condition and the objective is to adapt the rate over time and in response to the changing channel conditions so that the total energy cost is minimized. We present a novel continuous-time formulation of the problem; using stochastic control theory and lagrangian duality, we obtain explicitly the optimal rate control policy. We then present an illustrative simulation example comparing the energy costs of the optimal and the full power policies.