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基于Wi-Fi定位的室內(nèi)導(dǎo)購(gòu)系統(tǒng)的設(shè)計(jì)與實(shí)現(xiàn)

發(fā)布時(shí)間:2018-03-07 01:15

  本文選題:基于位置的服務(wù) 切入點(diǎn):Wi-Fi 出處:《東北大學(xué)》2014年碩士論文 論文類型:學(xué)位論文


【摘要】:移動(dòng)互聯(lián)網(wǎng)時(shí)代,智能手機(jī)已經(jīng)給人們的生活帶來(lái)了巨大的影響,用手機(jī)處理個(gè)人業(yè)務(wù)已經(jīng)成為一種趨勢(shì)。而基于位置的服務(wù)(LBS)對(duì)人們的生活也越來(lái)越重要,如搜索周邊生活服務(wù)、導(dǎo)航導(dǎo)購(gòu)路線等等。為了幫助人們?cè)诖笮徒ㄖ锟焖贉?zhǔn)確的找目的地,室內(nèi)定位導(dǎo)航技術(shù)也得到多越來(lái)越多的關(guān)注。智能手機(jī)的LBS服務(wù)給人們生活帶來(lái)便捷的同時(shí),也呈現(xiàn)出廣闊的商業(yè)前景和巨大的市場(chǎng)價(jià)值。本文首先分析了課題背景,結(jié)合國(guó)內(nèi)外發(fā)展動(dòng)態(tài)指出Android智能手機(jī)及室內(nèi)定位導(dǎo)航技術(shù)的發(fā)展前景和優(yōu)勢(shì)。在介紹了相關(guān)技術(shù)后,重點(diǎn)介紹了本系統(tǒng)實(shí)現(xiàn)所采用的主要算法:在手機(jī)客戶端使用A*算法規(guī)劃線路實(shí)現(xiàn)點(diǎn)對(duì)點(diǎn)的導(dǎo)航功能,并且通過(guò)服務(wù)器與客戶端的通信使用戶在客戶端所示的地圖上找到用戶指定的目的地。在定位服務(wù)器利用改進(jìn)基于Wi-Fi的指紋庫(kù)比對(duì)算法實(shí)現(xiàn)定位功能,使用二次定位方法以確保在指紋庫(kù)密度較低的條件下該方法仍然保持較高的定位精度。二次定位方法是一種分段定位方法,首先利用KNN算法進(jìn)行初定位,然后利用線性插值法生成新指紋庫(kù),利用高斯分布重疊進(jìn)行再定位。關(guān)于系統(tǒng)設(shè)計(jì)和實(shí)現(xiàn)部分本系統(tǒng)以大型超市為背景,設(shè)計(jì)并實(shí)現(xiàn)室導(dǎo)購(gòu)位系統(tǒng)的三個(gè)主要功能模塊。這三個(gè)主要模塊包括:室內(nèi)定位模塊、清單導(dǎo)購(gòu)模塊和好友查詢模塊。同時(shí)擴(kuò)展購(gòu)物相關(guān)的其它功能,提高用戶滿意度。最后,本文實(shí)現(xiàn)了室內(nèi)導(dǎo)購(gòu)系統(tǒng),并對(duì)系統(tǒng)各功能模塊進(jìn)行測(cè)試分析,證明本系統(tǒng)較好地完成了設(shè)計(jì)需求,可作為室內(nèi)導(dǎo)購(gòu)系統(tǒng)為用戶提供服務(wù)。
[Abstract]:In the age of mobile Internet, smart phones have brought a huge impact on people's lives. It has become a trend to use mobile phones to handle personal business. LBS-based services are becoming more and more important to people's lives. In order to help people find their destinations quickly and accurately in large buildings, More and more attention has been paid to the technology of indoor positioning and navigation. The LBS service of smart phone brings convenience to people's life, at the same time, it also presents a broad commercial prospect and huge market value. Firstly, this paper analyzes the background of the subject. Combined with the domestic and international developments, the development prospects and advantages of Android smart phone and indoor positioning and navigation technology are pointed out. This paper mainly introduces the main algorithms used in this system: the algorithm A * is used in the mobile phone client to realize the point-to-point navigation function. And through the communication between the server and the client, the user can find the destination designated by the user on the map shown by the client. The location server uses the improved fingerprint database matching algorithm based on Wi-Fi to realize the location function. The secondary location method is used to ensure that the location accuracy is still high when the fingerprint database density is low. The secondary location method is a piecewise localization method. Firstly, the KNN algorithm is used for initial location. Then the new fingerprint database is generated by linear interpolation method, and the location is relocated by using Gao Si distribution overlap. Part of the system design and implementation is based on a large supermarket. Design and implement three main function modules of the system. The three main modules include: indoor positioning module, list guide module and friend inquiry module. At the same time, the other functions related to shopping are extended to improve user satisfaction. In this paper, the indoor shopping guide system is realized, and the test and analysis of each function module of the system are carried out. It is proved that the system has fulfilled the design requirements well and can be used as the indoor shopping guide system to provide service for the users.
【學(xué)位授予單位】:東北大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2014
【分類號(hào)】:TN92

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相關(guān)碩士學(xué)位論文 前1條

1 羅真;基于Wi-Fi定位的室內(nèi)導(dǎo)購(gòu)系統(tǒng)的設(shè)計(jì)與實(shí)現(xiàn)[D];東北大學(xué);2014年

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