A Novel Spatiotemporal Data Low-Rank Imputation Approach for Traffic Sensor Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3172447
Abstract: The Internet of Things (IoT) has enormous potential to transform the transport industry by improving passenger experiences, safety, and efficiency. However, the collected spatiotemporal data by traffic sensor network often suffer from missing values (MVs),… read more here.
Keywords: spatiotemporal data; traffic sensor; sensor network; low rank ... See more keywords
Optimization Model of Traffic Sensor Layout considering Traffic Big Data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Advanced Transportation"
DOI: 10.1155/2020/8845832
Abstract: In order to improve the accuracy, reliability, and economy of urban traffic information collection, an optimization model of traffic sensor layout is proposed in this paper. Considering the impact of traffic big data, a set… read more here.
Keywords: traffic; sensor layout; traffic sensor; model ... See more keywords