JOURNAL ARTICLE

Throughput maximization on the downlink of a CDMA system

Abstract

We propose a rate scheduling algorithm to maximize the network throughput of a variable data rate CDMA system and prove its optimality. The system uses OVSF (orthogonal variable spreading factor) codes and the algorithm finds the optimum rate assignments on the binary code tree under constraints on the total transmit power and minimum QoS (rate) requirement of each user. The algorithm is optimal in the sense that it maximizes the total network throughput within the constraints and achieves this with minimum possible power. The algorithm works in a greedy fashion and has a polynomial time complexity of O(N), where N is the number of users. We also extend our results to a more general set of combinatorial optimization problems where the user rates can be any integer multiples of a basic rate (such as Multi-Code CDMA), not necessarily the set of rates on the binary tree structure, but the optimal solutions are still greedy achievable.

Keywords:
Computer science Code division multiple access Greedy algorithm Throughput Telecommunications link Scheduling (production processes) Algorithm Maximization Mathematical optimization Transmitter power output Cellular network Computer network Mathematics Transmitter

Metrics

8
Cited By
1.42
FWCI (Field Weighted Citation Impact)
7
Refs
0.85
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Wireless Communication Networks Research
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Wireless Communication Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Advanced Wireless Network Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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