Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems
Low-power wireless communication has been widely used in cyber-physical systems that require time-critical data delivery. Achieving this goal is challenging because of link burstiness and interference. Based on significant empirical evidence of 21 days and over 3.6 M packet transmissions per link, w...
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Veröffentlicht in: | ACM transactions on cyber-physical systems 2020-04, Vol.4 (2), p.1-26 |
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creator | Munir, Sirajum Yang, Hao-Tsung Lin, Shan Nirjon, S. M. Shahriar Lin, Chen Hoque, Enamul Stankovic, John A. Whitehouse, Kamin |
description | Low-power wireless communication has been widely used in cyber-physical systems that require time-critical data delivery. Achieving this goal is challenging because of link burstiness and interference. Based on significant empirical evidence of 21 days and over 3.6 M packet transmissions per link, we propose both routing and scheduling algorithms that produce latency bounds of the real-time periodic streams and accounts for both link bursts and interference. The solution is achieved through the definition of a new metric
B
max
that characterizes links by their maximum burst length, and by choosing a novel least-burst-route that minimizes the sum of worst-case burst lengths over all links in the route. With extensive data-driven analysis, we show that our algorithms outperform existing solutions by achieving accurate latency bound with much less energy consumption. In addition, a testbed evaluation consisting of 48 nodes spread across a floor of a building shows that we obtain 100% reliable packet delivery within derived latency bounds. We also demonstrate how performance deteriorates and discuss its implications for wireless networks with insufficient high-quality links. |
doi_str_mv | 10.1145/3354917 |
format | Article |
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B
max
that characterizes links by their maximum burst length, and by choosing a novel least-burst-route that minimizes the sum of worst-case burst lengths over all links in the route. With extensive data-driven analysis, we show that our algorithms outperform existing solutions by achieving accurate latency bound with much less energy consumption. In addition, a testbed evaluation consisting of 48 nodes spread across a floor of a building shows that we obtain 100% reliable packet delivery within derived latency bounds. We also demonstrate how performance deteriorates and discuss its implications for wireless networks with insufficient high-quality links.</description><identifier>ISSN: 2378-962X</identifier><identifier>EISSN: 2378-9638</identifier><identifier>DOI: 10.1145/3354917</identifier><language>eng</language><ispartof>ACM transactions on cyber-physical systems, 2020-04, Vol.4 (2), p.1-26</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c225t-f79a14d2f4e167a3ecbc53cb29fe6b8af96f671a77a158c0bf23a5c2b39ac47e3</citedby><cites>FETCH-LOGICAL-c225t-f79a14d2f4e167a3ecbc53cb29fe6b8af96f671a77a158c0bf23a5c2b39ac47e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Munir, Sirajum</creatorcontrib><creatorcontrib>Yang, Hao-Tsung</creatorcontrib><creatorcontrib>Lin, Shan</creatorcontrib><creatorcontrib>Nirjon, S. M. Shahriar</creatorcontrib><creatorcontrib>Lin, Chen</creatorcontrib><creatorcontrib>Hoque, Enamul</creatorcontrib><creatorcontrib>Stankovic, John A.</creatorcontrib><creatorcontrib>Whitehouse, Kamin</creatorcontrib><title>Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems</title><title>ACM transactions on cyber-physical systems</title><description>Low-power wireless communication has been widely used in cyber-physical systems that require time-critical data delivery. Achieving this goal is challenging because of link burstiness and interference. Based on significant empirical evidence of 21 days and over 3.6 M packet transmissions per link, we propose both routing and scheduling algorithms that produce latency bounds of the real-time periodic streams and accounts for both link bursts and interference. The solution is achieved through the definition of a new metric
B
max
that characterizes links by their maximum burst length, and by choosing a novel least-burst-route that minimizes the sum of worst-case burst lengths over all links in the route. With extensive data-driven analysis, we show that our algorithms outperform existing solutions by achieving accurate latency bound with much less energy consumption. In addition, a testbed evaluation consisting of 48 nodes spread across a floor of a building shows that we obtain 100% reliable packet delivery within derived latency bounds. We also demonstrate how performance deteriorates and discuss its implications for wireless networks with insufficient high-quality links.</description><issn>2378-962X</issn><issn>2378-9638</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNo9UEtLxDAYDKLgsi7-hdw8VfNok-aoRVehoPi-lS_ZLxhpU0m6h_57V3bxMg-GmcMQcs7ZJedldSVlVRquj8hCSF0XRsn6-F-Lz1OyyvmbMca12qFekPdn7APYHmkzDsM2BgdTGCOFuKEtTBjdTG_G7c6tMWLahyHSj5Cwx5xpM1tMxdPXnHfVnr7MecIhn5ETD33G1YGX5O3u9rW5L9rH9UNz3RZOiGoqvDbAy43wJXKlQaKzrpLOCuNR2Rq8UV5pDloDr2rHrBcSKiesNOBKjXJJLva7Lo05J_TdTwoDpLnjrPt7pDs8In8BHQdT5w</recordid><startdate>20200430</startdate><enddate>20200430</enddate><creator>Munir, Sirajum</creator><creator>Yang, Hao-Tsung</creator><creator>Lin, Shan</creator><creator>Nirjon, S. M. Shahriar</creator><creator>Lin, Chen</creator><creator>Hoque, Enamul</creator><creator>Stankovic, John A.</creator><creator>Whitehouse, Kamin</creator><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20200430</creationdate><title>Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems</title><author>Munir, Sirajum ; Yang, Hao-Tsung ; Lin, Shan ; Nirjon, S. M. Shahriar ; Lin, Chen ; Hoque, Enamul ; Stankovic, John A. ; Whitehouse, Kamin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c225t-f79a14d2f4e167a3ecbc53cb29fe6b8af96f671a77a158c0bf23a5c2b39ac47e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Munir, Sirajum</creatorcontrib><creatorcontrib>Yang, Hao-Tsung</creatorcontrib><creatorcontrib>Lin, Shan</creatorcontrib><creatorcontrib>Nirjon, S. M. Shahriar</creatorcontrib><creatorcontrib>Lin, Chen</creatorcontrib><creatorcontrib>Hoque, Enamul</creatorcontrib><creatorcontrib>Stankovic, John A.</creatorcontrib><creatorcontrib>Whitehouse, Kamin</creatorcontrib><collection>CrossRef</collection><jtitle>ACM transactions on cyber-physical systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Munir, Sirajum</au><au>Yang, Hao-Tsung</au><au>Lin, Shan</au><au>Nirjon, S. M. Shahriar</au><au>Lin, Chen</au><au>Hoque, Enamul</au><au>Stankovic, John A.</au><au>Whitehouse, Kamin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems</atitle><jtitle>ACM transactions on cyber-physical systems</jtitle><date>2020-04-30</date><risdate>2020</risdate><volume>4</volume><issue>2</issue><spage>1</spage><epage>26</epage><pages>1-26</pages><issn>2378-962X</issn><eissn>2378-9638</eissn><abstract>Low-power wireless communication has been widely used in cyber-physical systems that require time-critical data delivery. Achieving this goal is challenging because of link burstiness and interference. Based on significant empirical evidence of 21 days and over 3.6 M packet transmissions per link, we propose both routing and scheduling algorithms that produce latency bounds of the real-time periodic streams and accounts for both link bursts and interference. The solution is achieved through the definition of a new metric
B
max
that characterizes links by their maximum burst length, and by choosing a novel least-burst-route that minimizes the sum of worst-case burst lengths over all links in the route. With extensive data-driven analysis, we show that our algorithms outperform existing solutions by achieving accurate latency bound with much less energy consumption. In addition, a testbed evaluation consisting of 48 nodes spread across a floor of a building shows that we obtain 100% reliable packet delivery within derived latency bounds. We also demonstrate how performance deteriorates and discuss its implications for wireless networks with insufficient high-quality links.</abstract><doi>10.1145/3354917</doi><tpages>26</tpages></addata></record> |
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title | Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems |
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