研究生: |
涂莎莉 |
---|---|
論文名稱: |
二維空間的音源定位 : 時域方法的實作與探討 Two-dimensional Source Localization : Implementataion and Discussions of Time Domain Methodologies |
指導教授: | 張智星 |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
電機資訊學院 - 資訊工程學系 Computer Science |
論文出版年: | 2005 |
畢業學年度: | 93 |
語文別: | 中文 |
論文頁數: | 42 |
中文關鍵詞: | 音源定位 、最小平方法 |
外文關鍵詞: | Source Localization, TDOA, Cross Correlation, AMDF |
相關次數: | 點閱:3 下載:0 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
音源定位可應用於很多領域,包含玩具、電視會議以及安全的應用等,為了將來能有效地實作在微處理器上,所發展的演算法則必須是成本較低、運算簡單的方法,所以我們在時域上研究可行的演算法,建立「音源定位系統」,來估算二維空間中的音源入射方向角。
「音源定位系統」主要是利用音源的傳遞到達兩個麥克風的時間差TDOA (Time Difference of Arrival),來估算音源可能的入射方向角,而本論文著重在如何估算TDOA,並實作了論文中所提的時域上的四種方法,包含「AMDF(Average Magnitude Difference Function)」、「ratioAMDF」、「最小平方法」以及「Cross Correlation」。
實驗上包含三大部份:(1)針對單句非移動中(non-moving)音源的語料所估算的TDOA,可看出環境對TDOA的影響及TDOA的變化趨勢。(2)針對所有非移動中音源的語料,分別以四種時域方法估算TDOA的辨識結果,而辨識結果幾乎都有八成左右的辨識率,(3)針對移動中音源的語料所估算的TDOA,可看出估算出來的音源方向角隨著音源的移動而產生的變化趨勢,的確與預估的結果一樣。
The goal of source localization is to estimate the direction angle of source by means of Time Difference of Arrival (TDOA). In this research, we focus on how to estimate TDOA and implement four mentioned time domain methodologies, AMDF, ratioAMDF, Least Squares, and Cross Correlation.
Our experiment results demonstrate that almost all of the accuracy rates estimated by the four TDOA methodologies are about eighty percent. Furthermore, the costs of these methodologies are low. Therefore, these methodologies are not only able to be carried out on microcontrollers but also credible.
【1】 John B. Fraleigh , Raymond A. Beauregard , Linear Algebra ,Third Edition , Addison Wesley , 1995.
【2】 I. Scott MacKenzie , The 8051 Microcontroller , Third Edition , Prentice Hall , 1999.
【3】 Alan V. Oppenheim , Ronald W. Schafer , John R. Buck , Discrete-Time Signal processing , Second Edition , Prentice Hall , 1999.
【4】 Charles H. Knapp , G. Clifford Carter , The Generalized Correlation Method for Estimation of Time Delay , IEEE Trans. On Acoustics , Speech and Signal Processing , Vol. ASSP-24 , n. 4 , August 1976.
【5】 Francis A. Reed , Paul L. Feintuch , Neil J. Bershad , Time Delay Estimation Using the LMS Adaptive Filter-Static Behavior , IEEE Trans. On Acoustics , Speech and Signal Processing , Vol. ASSP-29 , n. 3 , June 1981.
【6】 Maurizio Omologo , Piergiorgio Svaizer , Acoustic Event Localiztion using a Crosspower-Spectrum Phase Based Technique , IEEE , 1994.
【7】 Hong Wang , Peter Chu , Voice Source Localization for Automatic Camera pointing System in Videoconferencing , IEEE , 1997.
【8】 Parham Aarabi , Alborz Mahdavi , The Relation Between Speech Segment Selectivity and Source Localization Accuracy , IEEE , 2002.
【9】 Michael S. Brandstein , Harvey F. Silverman , A Robust method for Speech Signal Time-Delay Estimation in Reverberant Rooms , IEEE , 1997.
【10】 Maurizio Omologo , Piergiorgio Svaizer , Acoustic Source Location in noisy and Reverberant Environment using CSP Analysis , IEEE , 1996.
【11】 P. Pertila , M. Parviainen , T. Korhonen , A. Visa , A Spatiotemporal Approach to Passive Sound Source Localization , IEEE , 2004.
【12】 M. S. Brandstein , J. E. Adcock , H. F. Silverman , A Closed-Form Location Estimation for Use with Room Environment Microphone Arrays , Proccdings of ICASSP , January , 1996.
【13】 Kenzo Obata , Kentaro Noguchi , Yoshiaki Tadokoro , A New Source Location Algorithm Based on Formant Frequency for Sound Image Localization , IEEE , 2003.
【14】 http://neural.cs.nthu.edu.tw/jang/books/audioSignalProcessing/pitchTrackingTimeDomain.asp?title=4-2%20音高追蹤:時域的方法