1,323 research outputs found
The nhance® mutation-equipped anti-met antibody argx-111 displays increased tissue penetration and anti-tumor activity in advanced cancer patients
Detecting Noise in Chaotic Signals through Principal Component Matrix Transformation
We study the reconstruction of continuous chaotic attractors from noisy time-series. A method of delays and principal component eigenbasis (defined by singular vectors) is used for state vectors reconstruction. We introduce a simple measure of trajectory vectors directional distribution for chosen principal component subspace, based on nonlinear transformation of principal component matrix. The value of such defined measure is dependent on the amount of noise in the data. For isotropically distributed noise (or close to isotropic), that allows us to set up window width boundaries for acceptable attractor reconstruction as a function of noise content in the data
Game Theoretic Analysis of Road User Safety Scenarios Involving Autonomous Vehicles
Interactions between pedestrians, bikers, and human-driven vehicles have been
a major concern in traffic safety over the years. The upcoming age of
autonomous vehicles will further raise major problems on whether self-driving
cars can accurately avoid accidents; on the other hand, usability issues arise
on whether human-driven cars and pedestrians can dominate the road at the
expense of the autonomous vehicles which will be programmed to avoid accidents.
This paper proposes some game theoretical models applied to related traffic
scenarios. In the first two games the reciprocal influence between a pedestrian
and a vehicle (either autonomous or not) is analyzed, while the third game
investigates the intersection of two vehicles, possibly autonomous. The games
have been simulated in order to demonstrate the theoretical analysis and the
predicted behaviors. These investigations can shed new lights on how novel
urban traffic regulations could be required to allow for a better interaction
of vehicles and a general improved management of traffic and communication
vehicular networks.Comment: Accepted at 'IEEE International Symposium on Personal, Indoor and
Mobile Radio Communications' 9-12 September 2018 - Bologna, Italy. Special
Session on 'Wireless Technologies for Connected and Autonomous Vehicles'. 7
pages, 5 figure
- …