A two-layer approach for energy efficiency in mobile location sensing applications

Yi Yin Chang; Cheng Yu Lin; Ling Jyh Chen

doi:10.1007/978-3-642-30054-7_24

A two-layer approach for energy efficiency in mobile location sensing applications

Yi Yin Chang^*
, Cheng Yu Lin
, Ling Jyh Chen

^*此作品的通信作者

研究成果: 書貢獻/報告類型 › 會議論文篇章

1 引文斯高帕斯（Scopus）

摘要

Mobile location sensing applications (MLSAs) represent an emerging genre of applications that exploit Global Positioning System (GPS) technology and facilitate location-based services. The design of MLSAs must incorporate a tradeoff between information accuracy and energy efficiency because GPS technology and data communications are energy expensive and unaffordable for most MLSA platforms, which are battery-powered and therefore resource-constrained. In this study, we propose a two-layer solution to address the above issue. The solution comprises an Event-based GPS Tracking (EBT) scheme and an Inter-Frame Coding (IFC) scheme for energy efficiency on the MLSA GPS tracking and data communication layers respectively. Using a comprehensive set of evaluations, as well as realistic MLSA traces, we evaluate the proposed solution in terms of power saving, location accuracy, and the data compression ratio. The results demonstrate that our solution can achieve better energy efficiency while preserving good location accuracy in all test cases. Moreover, the scheme is simple, effective, and generalizable to other mobile location sensing applications.

原文	英語
主出版物標題	NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings
頁面	304-315
頁數	12
版本	PART 2
DOIs	https://doi.org/10.1007/978-3-642-30054-7_24
出版狀態	已發佈 - 2012
對外發佈	是
事件	11th International IFIP TC 6 Networking Conference, NETWORKING 2012 - Prague, 捷克共和国持續時間: 2012 5月 21 → 2012 5月 25

出版系列

名字	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
號碼	PART 2
卷	7290 LNCS
ISSN（列印）	0302-9743
ISSN（電子）	1611-3349

其他

其他	11th International IFIP TC 6 Networking Conference, NETWORKING 2012
國家/地區	捷克共和国
城市	Prague
期間	2012/05/21 → 2012/05/25

UN SDG

此研究成果有助於以下永續發展目標

SDG 7 可負擔的潔淨能源

ASJC Scopus subject areas

理論電腦科學
一般電腦科學

存取文件

10.1007/978-3-642-30054-7_24

其它文件與鏈接

引用此

Chang, Y. Y., Lin, C. Y., & Chen, L. J. (2012). A two-layer approach for energy efficiency in mobile location sensing applications. 於 NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings (PART 2 編輯, 頁 304-315). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 7290 LNCS, 編號 PART 2). https://doi.org/10.1007/978-3-642-30054-7_24

A two-layer approach for energy efficiency in mobile location sensing applications. / Chang, Yi Yin; Lin, Cheng Yu; Chen, Ling Jyh.
NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings. PART 2. 編輯 2012. p. 304-315 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 7290 LNCS, 編號 PART 2).

研究成果: 書貢獻/報告類型 › 會議論文篇章

Chang, YY, Lin, CY & Chen, LJ 2012, A two-layer approach for energy efficiency in mobile location sensing applications. 於 NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 編號 PART 2, 卷 7290 LNCS, 頁 304-315, 11th International IFIP TC 6 Networking Conference, NETWORKING 2012, Prague, 捷克共和国, 2012/05/21. https://doi.org/10.1007/978-3-642-30054-7_24

Chang YY, Lin CY, Chen LJ. A two-layer approach for energy efficiency in mobile location sensing applications. 於 NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings. PART 2 編輯 2012. p. 304-315. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-30054-7_24

Chang, Yi Yin ; Lin, Cheng Yu ; Chen, Ling Jyh. / A two-layer approach for energy efficiency in mobile location sensing applications. NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings. PART 2. 編輯 2012. 頁 304-315 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

@inproceedings{f4e8532a41e64134833469380a36cee6,

title = "A two-layer approach for energy efficiency in mobile location sensing applications",

abstract = "Mobile location sensing applications (MLSAs) represent an emerging genre of applications that exploit Global Positioning System (GPS) technology and facilitate location-based services. The design of MLSAs must incorporate a tradeoff between information accuracy and energy efficiency because GPS technology and data communications are energy expensive and unaffordable for most MLSA platforms, which are battery-powered and therefore resource-constrained. In this study, we propose a two-layer solution to address the above issue. The solution comprises an Event-based GPS Tracking (EBT) scheme and an Inter-Frame Coding (IFC) scheme for energy efficiency on the MLSA GPS tracking and data communication layers respectively. Using a comprehensive set of evaluations, as well as realistic MLSA traces, we evaluate the proposed solution in terms of power saving, location accuracy, and the data compression ratio. The results demonstrate that our solution can achieve better energy efficiency while preserving good location accuracy in all test cases. Moreover, the scheme is simple, effective, and generalizable to other mobile location sensing applications.",

keywords = "GPS tracking, energy efficiency, location sensing",

author = "Chang, \{Yi Yin\} and Lin, \{Cheng Yu\} and Chen, \{Ling Jyh\}",

note = "Funding Information: This research was supported in part by the National Science Council of Taiwan under Grants: NSC 100-2631-S-003-006, NSC 100-2219-E-001-001, and NSC 100-2219-E-001-002.; 11th International IFIP TC 6 Networking Conference, NETWORKING 2012 ; Conference date: 21-05-2012 Through 25-05-2012",

year = "2012",

doi = "10.1007/978-3-642-30054-7\_24",

language = "English",

isbn = "9783642300530",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

number = "PART 2",

pages = "304--315",

booktitle = "NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings",

edition = "PART 2",

}

TY - GEN

T1 - A two-layer approach for energy efficiency in mobile location sensing applications

AU - Chang, Yi Yin

AU - Lin, Cheng Yu

AU - Chen, Ling Jyh

N1 - Funding Information: This research was supported in part by the National Science Council of Taiwan under Grants: NSC 100-2631-S-003-006, NSC 100-2219-E-001-001, and NSC 100-2219-E-001-002.

PY - 2012

Y1 - 2012

N2 - Mobile location sensing applications (MLSAs) represent an emerging genre of applications that exploit Global Positioning System (GPS) technology and facilitate location-based services. The design of MLSAs must incorporate a tradeoff between information accuracy and energy efficiency because GPS technology and data communications are energy expensive and unaffordable for most MLSA platforms, which are battery-powered and therefore resource-constrained. In this study, we propose a two-layer solution to address the above issue. The solution comprises an Event-based GPS Tracking (EBT) scheme and an Inter-Frame Coding (IFC) scheme for energy efficiency on the MLSA GPS tracking and data communication layers respectively. Using a comprehensive set of evaluations, as well as realistic MLSA traces, we evaluate the proposed solution in terms of power saving, location accuracy, and the data compression ratio. The results demonstrate that our solution can achieve better energy efficiency while preserving good location accuracy in all test cases. Moreover, the scheme is simple, effective, and generalizable to other mobile location sensing applications.

AB - Mobile location sensing applications (MLSAs) represent an emerging genre of applications that exploit Global Positioning System (GPS) technology and facilitate location-based services. The design of MLSAs must incorporate a tradeoff between information accuracy and energy efficiency because GPS technology and data communications are energy expensive and unaffordable for most MLSA platforms, which are battery-powered and therefore resource-constrained. In this study, we propose a two-layer solution to address the above issue. The solution comprises an Event-based GPS Tracking (EBT) scheme and an Inter-Frame Coding (IFC) scheme for energy efficiency on the MLSA GPS tracking and data communication layers respectively. Using a comprehensive set of evaluations, as well as realistic MLSA traces, we evaluate the proposed solution in terms of power saving, location accuracy, and the data compression ratio. The results demonstrate that our solution can achieve better energy efficiency while preserving good location accuracy in all test cases. Moreover, the scheme is simple, effective, and generalizable to other mobile location sensing applications.

KW - GPS tracking

KW - energy efficiency

KW - location sensing

UR - https://www.scopus.com/pages/publications/84861682704

UR - https://www.scopus.com/pages/publications/84861682704#tab=citedBy

U2 - 10.1007/978-3-642-30054-7_24

DO - 10.1007/978-3-642-30054-7_24

M3 - Conference contribution

AN - SCOPUS:84861682704

SN - 9783642300530

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 304

EP - 315

BT - NETWORKING 2012 - 11th International IFIP TC 6 Networking Conference, Proceedings

T2 - 11th International IFIP TC 6 Networking Conference, NETWORKING 2012

Y2 - 21 May 2012 through 25 May 2012

ER -

A two-layer approach for energy efficiency in mobile location sensing applications

摘要

出版系列

其他

UN SDG

ASJC Scopus subject areas

存取文件

其它文件與鏈接

指紋

引用此