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題名：以ZigBee無線感測網路為基礎運用類神經網路進行室內定位
書刊名：資訊科技國際期刊
作者：陳榮靜 引用關係／林渝翔／林裕証
出版日期：2012
卷期：6:1
頁次：頁54-62
主題關鍵詞：室內定位；連線品質；類神經網路；ZigBee；Indoor location；LQI；Neural network
原始連結：連回原系統網址new window
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  • 點閱點閱:25
近年無線技術發展蓬勃，無線技術結合定位以及情境感知的相關應用也不斷發展創新。定位環境分為室內以及室外，室外環境常以全球定位系統(Global Positioning System, GPS)進行定位，但GPS不適用於室內定位。本研究將以室內定位做為探討，使用ZigBee無線感測網路為基礎，佈置模組元件於室內環境進行定位，定位方法為結合連線品質指標(Link Quality Indicator, LQI)與類神經網路建立定位模型，並將結果進行準確度的評估，實驗結果證明我們提出的方法有助於提升室內定位的準確度。
In recent years, the expanding of wireless technologies has applied to position location and context-aware computing. The position location environment can be divided into indoor and outdoor types. GPS(Global Positioning System) is usually used in outdoor location but it was not applied to indoor environment. In this paper, we will propose a new method using ZigBee to perform indoor location tracking. This method uses the value of LQI(Link Quality Indicator) and neural network for indoor position location. Experiment results indicated our proposed method is useful.
期刊論文
1.Ngaia, E. W. T.、Moonb, Karen K. L.、Rigginsc Frederick J.、Yib Candace Y.(2008)。Yib Candace Y., "RFID Research: An Academic Literature Review (1995–2005) and Future Research Directions。International Journal of Production Economics，112(2)，510-520。  new window
2.Oktem, R. Elif Uray Aydin、Ercil Cagiltay N.(2008)。An RFID Based Location Finding and Tracking with Guidance。IEEE International Conference on Wireless Communications, Networking and Mobile Computing(WiCOM’ 08)，1-4。  new window
3.Abhishek Patil、Munson, J.、Wood, D.、Cole A.(2008)。Bluebot: Asset tracking via robotic location crawling。Computer Communications，31(6)，1067-1077。  new window
4.Gu, Y.、Lo, A.、Niemegeers, I.(2009)。A Survey of Indoor Positioning Systems for Wireless Personal Networks。IEEE Communications Surveys & Tutorials，11(1)，13-32。  new window
5.Liu, H.、Darabi, H.、Banerjee, P.、Liu, J.(2007)。Survey of wireless indoor positioning techniques and systems。IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews，37(6)，1067-1080。  new window
6.Fang, B.(1990)。Simple Solution for Hyperbolic and Related Position Fixes,。IEEE Trans. Aerosp. Electron. Syst.，26(5)，748-753。  new window
7.Want, R.、Hopper, A.、Falcao, V.、Gibbons, J.,(1992)。The Active Badge Location System。ACM Transactions on Information Systems，40(1)，91-102。  new window
8.Ni, L.M.、Liu, Y.、Lau, Y.C.、Patil, A.P.,(2003)。LANDMARC - Indoor Location Sensing Using Active RFID。IEEE Potentials，17(4)，407-415。  new window
9.Huang, C.L..、Chung. P.C.、Tsai, M.H.、Yang, Y.K.、Hsu, Y.C.,(2008)。Reliability improvement for an RFID-based psychiatric patient localization system,。Computer Communications，31(10)，2039-2048。  new window
10.Roh, S.G.、Choi, H.R.,(2009)。3-D Tag-Based RFID System for Recognition of Object,。IEEE Transactions on Automation Science and Engineering，6(1)，55-65。  new window
11.Harter, A.、Hopper, A.、Steggles, P., Ward1, A. and Webster, P.,(2004)。The Anatomy of a Context-Aware Application。Wireless Networks，8(2/3)，187-197。  new window
12.Shih, S.T.、Hsieh, K.、Chen, P.Y.,(2006)。An Improvement Approach of Indoor Location Sensing Using Active RFID。Proceedings of the First International Conference on Innovative Computing，2，453-456。  new window
13.Tesoriero, R.、Gallud, J.A.、Lozano, M.、Penichet, V.M.R.,(2008)。Using Active and Passive RFID Technology to Support Indoor Location-aware Systems。IEEE Transactions on Consumer Electronics，54(2)，578-583。  new window
14.Tesoriero, R.、Tebar, R.、Gallud, J.A.、Lozano, M.D.、Penichet, V.M.R.,(2010)。Improving Location Awareness In Indoor Spaces Using RFID Technology。Expert Systems with Applications，38(1)，894-898。  new window
15.Wang, C.、Wu, H.、Tzeng, N.F.,(2007)。RFID-Based 3-D Positioning Schemes,。26th IEEE International Conference on Computer Communications，1235-1243。  new window
16.Bouet, M.、Pujolle, G.(2008)。A Range-free 3-D Localization Method for RFID Tags Based on Virtual Landmarks。IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)，1-5。  new window
會議論文
1.Chen R. C.、Lin, Y. C.(2010)。A Novel Method for Indoor Location Identification。  new window
2.Priyantha, N. B.、Chakraborty A.、Balakrishnan H.(2000)。The Cricket Location-support System32-43。  new window
3.Sanpechuda T.、Kovavisaruch L.(2008)。A Review of RFID Localization: Applications and Techniques2，769-772。  new window
4.Kim, S.、Ko, D.、An S.(2008)。Geographical Location Based RFID Tracking ystem1-3。  new window
5.Cheng, Y. M.(2009)。Using ZigBee and Room-Based Location Technology to Constructing an Indoor Location-Based Service Platform803-806。  new window
6.Bras, L.、Oliveira, M.、Carvalho N. Borges de、Pinho P.。Low power location protocol based on ZigBee Wireless Sensor Networks1-7。  new window
7.Hui, G.、Fei-Yue, W.、Kunfeng, W.、Qingming Y.、Hongxia Z.(2007)。Location estimation in ZigBee Network based on fingerprinting1-6。  new window
8.Goncalo, G.、Helena S.(2009)。Indoor Location System Using ZigBee Technology152-157。  new window
9.Diallo , C.、Marot M.、Becker M.(2010)。Using LQI to improve clusterhead locations in dense zigbee based wireless sensor networks137-143。  new window
10.Bahl, P.、Padmanabhan, V. N.(2000)。RADAR: An in-building RF-based user location and tracking system。Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies。Tel Aviv。775-784。  new window
研究報告
1.Hightower, J.、Want, R.、Borriello, G.,(2000)。SpotON: An Indoor 3D Location Sensing Technology Based on RF Signal Strength。  new window
 
 
 
 
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