Robust resource allocation in wireless localization networks

Wen Li; Tingting Zhang; Yuan Shen; Andreas F. Molisch; Qinyu Zhang

doi:10.1109/ICCChina.2014.7008318

Robust resource allocation in wireless localization networks

Wen Li
, Tingting Zhang
, Yuan Shen
, Andreas F. Molisch
, Qinyu Zhang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Scopus citations

Abstract

Reliable and accurate position estimation of 'agent' nodes is essential for many wireless applications. Typically agents perform position estimation through ranging with respect to 'anchor' nodes with known positions. In range-based localization techniques, system accuracy and energy efficiency are affected by both transmit power and signal bandwidth. We thus investigate the joint power and bandwidth allocation (JPBA) problems in wireless localization networks. We first formulate a general optimization model, which is proved to be non-convex. An approximate algorithm based on single condensation method is proposed to solve the problem. We then formulate the robust counterpart of the problem in the presence of uncertainty of the agents' positions. An low complexity method is also proposed to solve the robust JPBA problem. Numerical results validate the accuracy and robustness of the proposed algorithms.

Original language	English
Title of host publication	2014 IEEE/CIC International Conference on Communications in China, ICCC 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	442-447
Number of pages	6
ISBN (Electronic)	9781479941469
DOIs	https://doi.org/10.1109/ICCChina.2014.7008318
State	Published - 12 Jan 2015
Externally published	Yes
Event	2014 IEEE/CIC International Conference on Communications in China, ICCC 2014 - Shanghai, China Duration: 13 Oct 2014 → 15 Oct 2014

Publication series

Name	2014 IEEE/CIC International Conference on Communications in China, ICCC 2014

Conference

Conference	2014 IEEE/CIC International Conference on Communications in China, ICCC 2014
Country/Territory	China
City	Shanghai
Period	13/10/14 → 15/10/14

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Geometric programming
Network localization
Resource allocation
Robust optimization

Access to Document

10.1109/ICCChina.2014.7008318

Cite this

Li, W., Zhang, T., Shen, Y., Molisch, A. F., & Zhang, Q. (2015). Robust resource allocation in wireless localization networks. In 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014 (pp. 442-447). Article 7008318 (2014 IEEE/CIC International Conference on Communications in China, ICCC 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCChina.2014.7008318

@inproceedings{21ab6f43338d46c4b962a1c47f7cc3dc,

title = "Robust resource allocation in wireless localization networks",

abstract = "Reliable and accurate position estimation of 'agent' nodes is essential for many wireless applications. Typically agents perform position estimation through ranging with respect to 'anchor' nodes with known positions. In range-based localization techniques, system accuracy and energy efficiency are affected by both transmit power and signal bandwidth. We thus investigate the joint power and bandwidth allocation (JPBA) problems in wireless localization networks. We first formulate a general optimization model, which is proved to be non-convex. An approximate algorithm based on single condensation method is proposed to solve the problem. We then formulate the robust counterpart of the problem in the presence of uncertainty of the agents' positions. An low complexity method is also proposed to solve the robust JPBA problem. Numerical results validate the accuracy and robustness of the proposed algorithms.",

keywords = "Geometric programming, Network localization, Resource allocation, Robust optimization",

author = "Wen Li and Tingting Zhang and Yuan Shen and Molisch, \{Andreas F.\} and Qinyu Zhang",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014 ; Conference date: 13-10-2014 Through 15-10-2014",

year = "2015",

month = jan,

day = "12",

doi = "10.1109/ICCChina.2014.7008318",

language = "英语",

series = "2014 IEEE/CIC International Conference on Communications in China, ICCC 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "442--447",

booktitle = "2014 IEEE/CIC International Conference on Communications in China, ICCC 2014",

address = "美国",

}

Li, W, Zhang, T, Shen, Y, Molisch, AF & Zhang, Q 2015, Robust resource allocation in wireless localization networks. in 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014., 7008318, 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014, Institute of Electrical and Electronics Engineers Inc., pp. 442-447, 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014, Shanghai, China, 13/10/14. https://doi.org/10.1109/ICCChina.2014.7008318

Robust resource allocation in wireless localization networks. / Li, Wen; Zhang, Tingting; Shen, Yuan et al.
2014 IEEE/CIC International Conference on Communications in China, ICCC 2014. Institute of Electrical and Electronics Engineers Inc., 2015. p. 442-447 7008318 (2014 IEEE/CIC International Conference on Communications in China, ICCC 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Robust resource allocation in wireless localization networks

AU - Li, Wen

AU - Zhang, Tingting

AU - Shen, Yuan

AU - Molisch, Andreas F.

AU - Zhang, Qinyu

PY - 2015/1/12

Y1 - 2015/1/12

N2 - Reliable and accurate position estimation of 'agent' nodes is essential for many wireless applications. Typically agents perform position estimation through ranging with respect to 'anchor' nodes with known positions. In range-based localization techniques, system accuracy and energy efficiency are affected by both transmit power and signal bandwidth. We thus investigate the joint power and bandwidth allocation (JPBA) problems in wireless localization networks. We first formulate a general optimization model, which is proved to be non-convex. An approximate algorithm based on single condensation method is proposed to solve the problem. We then formulate the robust counterpart of the problem in the presence of uncertainty of the agents' positions. An low complexity method is also proposed to solve the robust JPBA problem. Numerical results validate the accuracy and robustness of the proposed algorithms.

AB - Reliable and accurate position estimation of 'agent' nodes is essential for many wireless applications. Typically agents perform position estimation through ranging with respect to 'anchor' nodes with known positions. In range-based localization techniques, system accuracy and energy efficiency are affected by both transmit power and signal bandwidth. We thus investigate the joint power and bandwidth allocation (JPBA) problems in wireless localization networks. We first formulate a general optimization model, which is proved to be non-convex. An approximate algorithm based on single condensation method is proposed to solve the problem. We then formulate the robust counterpart of the problem in the presence of uncertainty of the agents' positions. An low complexity method is also proposed to solve the robust JPBA problem. Numerical results validate the accuracy and robustness of the proposed algorithms.

KW - Geometric programming

KW - Network localization

KW - Resource allocation

KW - Robust optimization

UR - https://www.scopus.com/pages/publications/84922572411

U2 - 10.1109/ICCChina.2014.7008318

DO - 10.1109/ICCChina.2014.7008318

M3 - 会议稿件

AN - SCOPUS:84922572411

T3 - 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014

SP - 442

EP - 447

BT - 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014

Y2 - 13 October 2014 through 15 October 2014

ER -

Li W, Zhang T, Shen Y, Molisch AF, Zhang Q. Robust resource allocation in wireless localization networks. In 2014 IEEE/CIC International Conference on Communications in China, ICCC 2014. Institute of Electrical and Electronics Engineers Inc. 2015. p. 442-447. 7008318. (2014 IEEE/CIC International Conference on Communications in China, ICCC 2014). doi: 10.1109/ICCChina.2014.7008318

Robust resource allocation in wireless localization networks

Abstract

Publication series

Conference

UN SDGs

Keywords

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