WiDeep: WiFi-based accurate and robust indoor localization system using deep learning
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Due to the ubiquitous availability of WiFi indoors, many indoor localization …
the past decade. Due to the ubiquitous availability of WiFi indoors, many indoor localization …
Vehicular communication networks in the automated driving era
Embedded with advanced sensors, cameras, and processors, the emerging automated
driving vehicles are capable of sensing the environment and conducting automobile …
driving vehicles are capable of sensing the environment and conducting automobile …
Effectiveness of data augmentation in cellular-based localization using deep learning
Recently, deep learning-based positioning systems have gained attention due to their
higher performance relative to traditional methods. However, obtaining the expected …
higher performance relative to traditional methods. However, obtaining the expected …
Accurate real-time map matching for challenging environments
We present the SnapNet system, which provides accurate real-time map matching for
cellular-based trajectory traces. Such traces are characterized by input locations that are far …
cellular-based trajectory traces. Such traces are characterized by input locations that are far …
Parkmaster: An in-vehicle, edge-based video analytics service for detecting open parking spaces in urban environments
We present the design and implementation of ParkMaster, a system that leverages the
ubiquitous smartphone to help drivers find parking spaces in the urban environment …
ubiquitous smartphone to help drivers find parking spaces in the urban environment …
DeepLoc: A ubiquitous accurate and low-overhead outdoor cellular localization system
Recent years have witnessed fast growth in outdoor location-based services. While GPS is
considered a ubiquitous localization system, it is not supported by low-end phones, requires …
considered a ubiquitous localization system, it is not supported by low-end phones, requires …
Laser range scanners for enabling zero-overhead wifi-based indoor localization system
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Toward achieving this goal, WiFi fingerprinting-based indoor localization …
the past decade. Toward achieving this goal, WiFi fingerprinting-based indoor localization …
Monodcell: A ubiquitous and low-overhead deep learning-based indoor localization with limited cellular information
The demand for a ubiquitous and accurate indoor localization service is continuously
growing. Despite the pervasive nature of cellular-based solutions, their localization quality …
growing. Despite the pervasive nature of cellular-based solutions, their localization quality …
A low-cost lane-determination system using GNSS/IMU fusion and HMM-based multistage map matching
This paper presents a low-cost real-time lane-determination system that fuses micro-
electromechanical systems inertial sensors (accelerometers and gyroscopes), global …
electromechanical systems inertial sensors (accelerometers and gyroscopes), global …
Reliable multilane detection and classification by utilizing cnn as a regression network
S Chougule, N Koznek, A Ismail… - Proceedings of the …, 2018 - openaccess.thecvf.com
Reliable lane detection is crucial functionality for autonomous driving. Additionally positional
information of ego lanes and side lanes is pivotal for critical tasks like overtaking assistants …
information of ego lanes and side lanes is pivotal for critical tasks like overtaking assistants …