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"Exploiting environmental information using HsMMs for smartphone user t" by Shuai Sun, Yan Li et al.

The extensive deployment of wireless infrastructure provides alternative low-cost methods for location awareness of mobile phone users in indoor environments by processing the received signal strength (RSS) of the mobile phone. In such a signal processing framework, hidden Markov models (HMMs) are often used to model the uncertainties of RSS data and incorporate environmental information into localization. Since hidden semi-Markov models (HsMMs) outperform HMMs in their ability to model state duration more flexibly, employing HsMMs for indoor user positioning is a promising research direction. In this aspect, a user’s personal preference of staying in a particular area, and the functionality of certain areas, such as a dining room, as well as navigation landmarks, can be utilized in the HsMM to assist localization. This paper proposes an online HsMM forward recursion algorithm to incorporate these information for real-time smartphone user tracking. We apply the proposed HsMM forward ....

Environmental Information , Orward Recursion , Heuristic Algorithms , Hidden Markov Models , Idden Semi Markov Model , Indoor Positioning , Location Awareness , Time Measurement , Viterbi Algorithm ,

FOXNEWS Sunday Night in America With Trey Gowdy June 4, 2024 00:21:00

Response. we could do would be freedom of navigation and operations in east and south china sea, and destroyers, and cruisers, driving by all their man-made islands they have taken from the philippines and other countries in the region. and show them if you do, we ll collect on you, and make but those would not be. proportion at, that would be proportion at would to be fly a balloon over china. they would shoot it down liright away, we have to show the chinese we re a lot tougher and better than they think we are, they must have such a low opinion of us now, we re to doing things like this, the ford battery plant. ....

Uman Made Islands , South China Sea , U S , Ford Battery Plant ,

FOXNEWS Sunday Night in America With Trey Gowdy June 4, 2024 00:43:00

Is the cell phone and navigation evidence this week that i think will do him in. but, you know more about defending cases than i, what do you think about that evidence? i think a lot of that is what i m calling kitchen sink prosecution. the prosecution ha had a problem from the get go, little to go direct evidence. they had a very much circumstantial case, they have included a lot ofi ex trainous stuff to try to prove that alex murdaugh is a bad guy, i get, that i think cell phone evidence and other stuff was only going to confuse the jury, the jury wants to know number one, why. what is the actual motive for someone to kill, not just two random people, his wife and his son. ....

Cell Phone , Kitchen Sink Prosecution , Get Go , You Can T Win , Alex Murdaugh , Trainous Stuff , Cell Phone Evidence , Number One ,

FOXNEWS Sunday Night in America With Trey Gowdy June 4, 2024 06:43:00

Is the cell phone and navigation evidence this week that i think will do him in. but, you know more about defending cases than i, what do you think about that evidence? i think a lot of that is what i m calling kitchen sink prosecution. the prosecution ha had a problem from the get go, little to go direct evidence. they had a very much circumstantial case, they have included a lot ofi ex trainous stuff to try to prove that alex murdaugh is a bad guy, i get, that i think cell phone evidence and other stuff was only going to confuse the jury, the jury wants to know number one, why. what is the actual motive for someone to kill, not just two random people, his wife and his son. ....

Cell Phone , Kitchen Sink Prosecution , Get Go , Alex Murdaugh , Trainous Stuff , Cell Phone Evidence , Number One ,

FOXNEWS Sunday Night in America With Trey Gowdy June 4, 2024 03:21:00

We ve taken against the chinese. response would be freedom of navigation and operations in east china sea a and south china sea and haver destroysers and cruisers drive by their hand ml co man-made islands they have inbut the. we need tob to fly a flballoon over china, do you think they would let our balloon linger and collect intelligent for a week, they would shoot that down right away, we have to show theto chinese we re tougher and better than they think we are, they must have such a low opinion of us now, doing this thing like this, the ford battery plant, let ford and tax taxpayers of ....

South China Sea , East China Sea , Inbut The , Hand Ml Co Man Made Islands , U S , Ford Battery Plant ,