32 citations
5 papers
A System Modeling Approach to Enhance Functional and Software Development
Saurabh Tiwari, Emina Smajlovic, Amina Krekic +1
This paper presents a SysML-based approach to enhance functional and software development process within an industrial context. The recent changes in technology such as electromobi…
Towards Structured Evaluation of Deep Neural Network Supervisors
Jens Henriksson, Christian Berger, Markus Borg +4
Deep Neural Networks (DNN) have improved the quality of several non-safety related products in the past years. However, before DNNs should be deployed to safety-critical applicatio…
Speech Dereverberation Using Nonnegative Convolutive Transfer Function and Spectro temporal Modeling
Nasser Mohammadiha, Simon Doclo
This paper presents two single channel speech dereverberation methods to enhance the quality of speech signals that have been recorded in an enclosed space. For both methods, the r…
Road Friction Estimation for Connected Vehicles using Supervised Machine Learning
Ghazaleh Panahandeh, Erik Ek, Nasser Mohammadiha
In this paper, the problem of road friction prediction from a fleet of connected vehicles is investigated. A framework is proposed to predict the road friction level using both his…
A Measurement Based Multilink Shadowing Model for V2V Network Simulations of Highway Scenarios
Mikael G. Nilsson, Carl Gustafson, Taimoor Abbas +1
Shadowing from vehicles can significantly degrade the performance of vehicle-to-vehicle (V2V) communication in multilink systems, e.g., vehicular ad-hoc networks (VANETs). It is th…