Abstract

In wireless heterogeneous networks (HetNets), rational relay node (RN) placement can not only expand network coverage and capacity, but also significantly reduce energy consumption of the network. However, existing RN placement schemes mainly focus on improving network performance, and do not take the network energy consumption and capacity constraints of RNs into consideration, which makes their solutions impractical. Therefore, in this paper, we investigate energy-efficient RN placement (EERPL) problem, and try to reduce energy consumption of a wireless HetNet within the range of RN’s capacity constraints. More specifically, we first present a fine-grained energy consumption model and formulate the EERPL problem, which can be translated to the degree constrained minimum Steiner tree problem. Then, we propose a heuristic RN-placement algorithm HBAPS, which involves two steps, i.e., generating an initial minimum-energy RN placement solution and adjusting the solution to be with in the capacity constraints. Finally, extensive simulations are conducted in both randomly generated scenarios and real trace-based scenarios. Experimental results demonstrate that HBAPS achieves nearly optimal results when the scenario is small, and even in a large scenario, the proposed algorithm still obtains proper solutions within the acceptable time, and outperforms the other two existing heuristic algorithms.

Highlights

  • G LOBAL mobile traffic is growing in an exponential speed

  • EXPERIMENTAL EVALUATION we first randomly generate some network scenarios to evaluate the performance of heuristic budget-aware power saving (HBAP S), and construct network scenarios based on a real trace dataset to show how HBAP S works in reality

  • In this paper, we investigate the problem of relay node (RN) placement in wireless heterogeneous networks (HetNets)

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Summary

INTRODUCTION

G LOBAL mobile traffic is growing in an exponential speed. According to Cisco’s report [1], from 2016 to 2021, global mobile traffic will increase by more than 6 times , with an annual growth rate of 47%, and reach 49 exabytes per month in 2021. A wireless HetNet consists of central base stations (BSs) and multiple types of infrastructure nodes with various transmission rates, coverage ranges and energy consumption, such as relay nodes (RNs), picocell APs and femtocell APs. Central BSs and infrastructure nodes work together to provide wireless access to users, which increases the network capacity. A proper method should be proposed to make HPNs and LPNs work together to provide user devices (UDs) with energy-efficient wireless network access. Placing RNs in proper locations is a promising solution to address the problem mentioned above For both BSs and UDs, long-distance transmission is not energy-efficient. We investigate the problem in RN placement and aim to minimize the total energy consumption of wireless HetNets infrastructures, i.e., BSs and RNs, within the range of capacity constraints.

RELATED WORKS
NETWORK MODEL b
ENERGY MODEL OF BS AND RNS
ILP MODEL FORMULATION
ALGORITHM ILLUSTRATION
EXPERIMENTAL EVALUATION
COMPARATION WITH PROPOSED ALGORITHMS
EVALUATION IN THE REAL TRACE DATASET
Findings
CONCLUSION
Full Text
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