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Sen. Netw."],"published-print":{"date-parts":[[2009,12]]},"abstract":"<jats:p>We present BikeNet, a mobile sensing system for mapping the cyclist experience. Built leveraging the MetroSense architecture to provide insight into the real-world challenges of people-centric sensing, BikeNet uses a number of sensors embedded into a cyclist's bicycle to gather quantitative data about the cyclist's rides. BikeNet uses a dual-mode operation for data collection, using opportunistically encountered wireless access points in a delay-tolerant fashion by default, and leveraging the cellular data channel of the cyclist's mobile phone for real-time communication as required. BikeNet also provides a Web-based portal for each cyclist to access various representations of her data, and to allow for the sharing of cycling-related data (for example, favorite cycling routes) within cycling interest groups, and data of more general interest (for example, pollution data) with the broader community. We present: a description and prototype implementation of the system architecture based on customized Moteiv Tmote Invent motes and sensor-enabled Nokia N80 mobile phones; an evaluation of sensing and inference that quantifies cyclist performance and the cyclist environment; a report on networking performance in an environment characterized by bicycle mobility and human unpredictability; and a description of BikeNet system user interfaces.<\/jats:p>","DOI":"10.1145\/1653760.1653766","type":"journal-article","created":{"date-parts":[[2010,1,5]],"date-time":"2010-01-05T15:05:08Z","timestamp":1262703908000},"page":"1-39","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":243,"title":["BikeNet"],"prefix":"10.1145","volume":"6","author":[{"given":"Shane B.","family":"Eisenman","sequence":"first","affiliation":[{"name":"Columbia University, New York, NY"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emiliano","family":"Miluzzo","sequence":"additional","affiliation":[{"name":"Dartmouth College, Hanover, NH"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicholas D.","family":"Lane","sequence":"additional","affiliation":[{"name":"Dartmouth College, Hanover, NH"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ronald A.","family":"Peterson","sequence":"additional","affiliation":[{"name":"Dartmouth College, Hanover, NH"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gahng-Seop","family":"Ahn","sequence":"additional","affiliation":[{"name":"Columbia University, New York, NY"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew T.","family":"Campbell","sequence":"additional","affiliation":[{"name":"Dartmouth College, Hanover, NH"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2010,1,5]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1322263.1322275"},{"key":"e_1_2_1_2_1","unstructured":"Beating Heart Blog. 2007. http:\/\/turbulence.org\/Works\/beatingheart\/blog\/.  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