{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T02:40:48Z","timestamp":1747190448960,"version":"3.40.5"},"reference-count":24,"publisher":"Wiley","license":[{"start":{"date-parts":[[2021,8,30]],"date-time":"2021-08-30T00:00:00Z","timestamp":1630281600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mobile Information Systems"],"published-print":{"date-parts":[[2021,8,30]]},"abstract":"<jats:p>The development of smartphone Micro-Electro-Mechanical Systems (MEMS) inertial sensors has provided opportunities to improve indoor navigation and positioning for location-based services. One area of indoor navigation research uses pedestrian dead reckoning (PDR) technology, in which the mobile phone must typically be held to the pedestrian\u2019s chest. In this paper, we consider navigation in three other mobile phone carrying modes: \u201ccalling,\u201d \u201cpocket,\u201d and \u201cswinging.\u201d For the calling mode, in which the pedestrian holds the phone to their face, the rotation matrix method is used to convert the phone\u2019s gyroscope data from the calling state to the holding state, allowing calculation of the stable pedestrian forward direction. For a phone carried in a pedestrian\u2019s trouser pocket, a heading complementary equation is established based on principal component analysis and rotation approach methods. In this case, the pedestrian heading is calculated by determining a subset of data that avoid 180\u00b0 directional ambiguity and improve the heading accuracy. For the swinging mode, a heading capture method is used to obtain the heading of the lowest point of the pedestrian\u2019s arm swing as they hold the phone. The direction of travel is then determined by successively adding the heading offsets each time the arm droops. Experimental analysis shows that 95% of the heading errors of the above three methods are less than 5.81\u00b0, 10.73\u00b0, and 9.22\u00b0, respectively. These results present better heading accuracy and reliability.<\/jats:p>","DOI":"10.1155\/2021\/1193268","type":"journal-article","created":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T18:35:55Z","timestamp":1630434955000},"page":"1-10","source":"Crossref","is-referenced-by-count":1,"title":["Pedestrian Heading Estimation Methods Based on Multiple Phone Carrying Modes"],"prefix":"10.1155","volume":"2021","author":[{"given":"Ying","family":"Guo","sequence":"first","affiliation":[{"name":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1116-5324","authenticated-orcid":true,"given":"Hanshuo","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin","family":"Ye","sequence":"additional","affiliation":[{"name":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengli","family":"Wang","sequence":"additional","affiliation":[{"name":"Ocean Science and Engineering College, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chenxi","family":"Duan","sequence":"additional","affiliation":[{"name":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"doi-asserted-by":"publisher","key":"1","DOI":"10.1109\/tifs.2018.2797023"},{"doi-asserted-by":"publisher","key":"2","DOI":"10.1155\/2014\/961067"},{"volume-title":"Understanding GPS Principles and Applications","year":"2005","author":"E. 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Ma","key":"24"}],"container-title":["Mobile Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2021\/1193268.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2021\/1193268.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/misy\/2021\/1193268.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T18:36:01Z","timestamp":1630434961000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/misy\/2021\/1193268\/"}},"subtitle":[],"editor":[{"given":"Juraj","family":"Machaj","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,8,30]]},"references-count":24,"alternative-id":["1193268","1193268"],"URL":"https:\/\/doi.org\/10.1155\/2021\/1193268","relation":{},"ISSN":["1875-905X","1574-017X"],"issn-type":[{"type":"electronic","value":"1875-905X"},{"type":"print","value":"1574-017X"}],"subject":[],"published":{"date-parts":[[2021,8,30]]}}}