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Power-Law Fluctuation in Expressway Traffic Flow: Detrended Fluctuation Analysis

発表形態:
原著論文
主要業績:
主要業績
単著・共著:
共著
発表年月:
2006年03月
DOI:
会議属性:
指定なし
査読:
有り
リンク情報:
DOI : 10.1143/JPSJ.75.034002

日本語フィールド

著者:
Tadaki, S / Kikuchi, M / Nakayama, A / Nishinari, K / Shibata, A / Sugiyama, Y / Yukawa, S
題名:
Power-Law Fluctuation in Expressway Traffic Flow: Detrended Fluctuation Analysis
発表情報:
JOURNAL- PHYSICAL SOCIETY OF JAPAN 巻: 75 号: 3 ページ: 034002-1-034002-5
キーワード:
traffic flow, detrended fluctuation analysis, power-law
概要:
抄録:
The temporal behavior of expressway traffic flow is a complex mixture of various time scales. The fundamental response time of drivers is on the order of 1 s, and the periodic appearances of traffic congestion reflect our social activities. We need some filters to extract proper dynamical fluctuations from raw observed traffic data. We employ the detrended fluctuation analysis (DFA) for studying long-range correlation in the time sequence of traffic flow. The time series of expressway traffic flow is understood to consist of periodic trends with power-law fluctuation. The power spectrum P(k) behaves as P(k)∼k- β with β ∼1. The power-law fluctuation is observed in the wide time range from minutes to months.

英語フィールド

Author:
Tadaki, S / Kikuchi, M / Nakayama, A / Nishinari, K / Shibata, A / Sugiyama, Y / Yukawa, S
Title:
Power-Law Fluctuation in Expressway Traffic Flow: Detrended Fluctuation Analysis
Announcement information:
JOURNAL- PHYSICAL SOCIETY OF JAPAN Vol: 75 Issue: 3 Page: 034002-1-034002-5
Keyword:
traffic flow, detrended fluctuation analysis, power-law
An abstract:
The temporal behavior of expressway traffic flow is a complex mixture of various time scales. The fundamental response time of drivers is on the order of 1 s, and the periodic appearances of traffic congestion reflect our social activities. We need some filters to extract proper dynamical fluctuations from raw observed traffic data. We employ the detrended fluctuation analysis (DFA) for studying long-range correlation in the time sequence of traffic flow. The time series of expressway traffic flow is understood to consist of periodic trends with power-law fluctuation. The power spectrum P(k) behaves as P(k)∼k- β with β ∼1. The power-law fluctuation is observed in the wide time range from minutes to months.


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