[PDF] Top 20 Activity recognition in smart homes using UWB radars

... an Activity Dataset In order to test if the UWB radar could be used as the sole technology for activity recognition in smart homes, the team designed a ... Voir le document complet

... good activity recognition results[ 6 ...considered using spatial reasoning to recognize a resident’s activities of daily living[ 7 ...a smart home to provide assistance to the ...explore ... Voir le document complet

... specialized in a certain context aspect, such as location detection [7] or activity recognition ...are using the same data structure and that the meaning of each piece of information is ... Voir le document complet

... issue in the western societies. Smart homes appear to be a socially and economically viable ...consist in habitats augmented with sensors and actuators enabling to achieve activity ... Voir le document complet

... and activity recognition by Trabelsi et ...hierarchy in representing the human behavior [8]. Moreover, using HMMs as a time series prediction model requires a large and growing number of time ... Voir le document complet

... group activity recognition in multi-person ...role in group activity understanding. In this work, we focus on the feature learning aspect and propose a two-stream architecture ... Voir le document complet

... argmin , ||E(α; ξ n ) − E(α; ξ i ) || - ∀ ξ i ∈ M S (12.24) Another point of critical importance is how to define the electromagnetic response in such a way that the scenario is identified unequivocally. The first ... Voir le document complet

... The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance M. Vacher 1 , Dan Istrate 2 , Franc¸ois Portet 1 , Thierry Joubert 3 , Thierry Chevalier 4 , Serge Smidtas ... Voir le document complet

... Since the equations may not be independent, we need to find a valid order (compatible with their inter- dependencies) to be able to generate code for execution, simulation, and verification. Thus we defined an efficient ... Voir le document complet

... observed in the waveform of the total ...amplitude in terms of absolute ...variation in power will not match an identified load ...change in power is ... Voir le document complet

... as in the BIO model [6] in which every single word of an utterance must be labeled as being part of a specific slot or ...available. In particular, in the domain of the smart home voice ... Voir le document complet

... Moreover, many errors can be detected only by using the spatial reasoning such as position problems (inappropriate objects are brought into the activity zone) or orientation of object is[r] ... Voir le document complet

... (DNN): in [2], intents were directly inferred from audio MFCC features training a sequence-to-sequence (seq2seq) model on clean and noisy speech ...an in-house corpus (35 types of intent), while a seq2seq ... Voir le document complet

... home energy management ( Correa-Florez et al. , 2018 ), or battery sizing and placement ( Grover-Silva, Girard, & Kariniotakis , 2018 ), are not able to deal with these multiple probabilistic forecasts. Researchers ... Voir le document complet

... ¶). In both cases, these raw data are stored locally on the ...Moreover, in order to limit the re-identification of users, the client conducts a normalisation scheme which generalises the effect of the ... Voir le document complet

... advances in wireless sensors for personal healthcare allow to recognise human real-time activities with mobile de- ...information. In this paper, we propose a privacy-preserving framework for activ- ity ... Voir le document complet

... apraxia in all phases of the disease [ 36 ...movements in a non-paralytic limb based on the previously learned complex ...deficit in the subject [ 36 , 81 ...error in demonstrating the ... Voir le document complet

... applied in our work: Figure 1: DS Theory model for activity classification In order to classify activities, we propose a new model for the application of the DS theory to classify actions and ... Voir le document complet

... 1.1 Semantics To provide the language with sound foundations we turn to a formal semantic approach. First, a behavioral semantics formally describes the behavior of ADeL programs in a "natural way", ... Voir le document complet

... frame in most of the ...Sleeping activity, and we examine the ...activities in a room goes wrong, the classification should be ...be in the ...first activity that she chose, Sleeping. ... Voir le document complet