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

ASJC Scopus subject areas

理論電腦科學
一般電腦科學

UN SDG

此研究成果有助於以下永續發展目標

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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).

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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.",

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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.

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KW - location sensing

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

摘要

出版系列

其他

ASJC Scopus subject areas

UN SDG

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