Identification of dynamic objects under uncertainty and non-stationarity using etalon transformers

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Learning under Non-Stationarity: Covariate Shift and Class-Balance Change

One of the fundamental assumptions behind many supervised machine learning algorithms is that training and test data follow the same probability distribution. However, this important assumption is often violated in practice, for example, because of an unavoidable sample selection bias or non-stationarity of the environment. Due to violation of the assumption, standard machine learning methods s...

متن کامل

3D Modeling Moving Objects under Uncertainty Conditions

Geospatial information systems (GIS) have been applied in modeling environmental and ecological systems. 3D Moving objects are spatiotemporal objects whose location and/or extent change over time, and they are among those recent evolutions that emerged to fulfill some of the new requirements for GI community. Many of the earlier works were based on the assumption that exact trajectory informati...

متن کامل

Word Identification Under Multimodal Uncertainty

Identifying the visual referent of a spoken word – that a particular insect is referred to by the word “bee” – requires both the ability to process and integrate multimodal input and the ability to reason under uncertainty. How do these tasks interact with one another? We introduce a task that allows us to examine how adults identify words under joint uncertainty in the auditory and visual moda...

متن کامل

Non-Gaussian SLAP: Simultaneous Localization and Planning Under Non-Gaussian Uncertainty in Static and Dynamic Environments

Simultaneous Localization and Planning (SLAP) under process and measurement uncertainties is a challenge. It involves solving a stochastic control problem modeled as a Partially Observed Markov Decision Process (POMDP) in a general framework. For a convex environment, we propose an optimization-based open-loop optimal control problem coupled with receding horizon control strategy to plan for hi...

متن کامل

Synthesis of Neuro-fuzzy Controller for Dynamic Objects under Conditions of Uncertainty

Consider the problem of synthesis of fuzzy controller having adaptive properties of dynamical systems operating in conditions of uncertainty performance of facility management and environmental parameters. Provide a given quality of regulation in the control loop is enabled the function generator, and to bring those adaptive traits – being assessed the rate of change of the loop error. For lear...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Procedia Computer Science

سال: 2017

ISSN: 1877-0509

DOI: 10.1016/j.procs.2017.11.279