Amr Ahmed – SoCS PGR

PGRs meeting and Research Presentations – May 2016

Amr Ahmed / May 13, 2016December 6, 2018 / Uncategorized

The monthly PGRs Research Presentations was held on Thursday 12^th May, 2pm, Room MC3108.

This session we had the following presentations:

		Title: A ROS framework for single antenna RFID tag localisation with mobile robots.
		By: George Broughton
		Abstract: Over the last few years, RFID technology has evolved to give mobile robots an extra dimension to sense their surroundings. By determining whether certain tags, often fixed to interesting objects, can be read or not, the robot can effectively sense the objects presence. This is not just useful for finding lost objects, but has also been used for activity recognition. Additionally, tags have been used as landmarks within environments to aid with navigation. This presentation looks at the development of a ROS framework for localising RFID tags from a mobile robot. The framework combines several different approaches to make use of the information provided by the tag and from the reader, to estimate possible locations of the tag. This is done by taking the output of the different algorithms, and then combining and feeding them into a densely populated occupancy grid using a bayesian update system to calculate the most probable tag location. Rather than rely on multiple antennas for trilateration, the framework exploits a robot’s ability to move within its environment to seek optimal positions to hone in on a tag. This also has the additional benefit of providing resistance to multipath signal errors. This will lead to a framework that is future-proof, robust, works with multiple models of readers, and can be moulded to suit many needs.

PGRs meeting and Research Presentations – April 2016

Amr Ahmed / April 14, 2016December 6, 2018 / Uncategorized

The monthly PGRs Research Presentations was held on Wed. 13^th April, 2pm, Room MC3108.

This session we had the following presentations:

PGRs Monthly meeting_April2016 (Slides ) Agenda Speaker –> A quick look at the new “PGRs Management System”, PGRs Blog. Discussion of the activities plan. Update and plan for the “Showcase Event” Announcements, AOB, & closing		Title: Life-long Spatio-temporal Exploration of Dynamic Environments: An overview.
		By: Joao Santos
		Abstract: The primary purpose of robotic exploration is to autonomously acquire a complete and precise model of the robot’s operational environment. To explore efficiently, the robot has to direct its attention to environment areas that are currently unknown. If the world was static, these areas would simply correspond to previously unvisited locations. In the case of dynamic environments, visiting all locations only once is not enough, because they may change over time. Thus, dynamic exploration requires that the environment locations are revisited and their (re-) observations are used to update a dynamic environment model. However, revisiting the individual locations with the same frequency and on a regular basis is not efficient because the environment dynamics will, in general, not be homegeneous, (i.e. certain areas change more often and the changes occur only at certain times). Similarly to the static environment exploration, the robot should revisit only the areas whose states are unknown at the time of the planned visits. Thus, the robot has to use its environment model to predict the uncertainty of the individual locations over time and use these predictions to plan observations that from a theoretical point of view improve its knowledge about the world’s dynamics. Hence, the observations are scheduled in order to obtain information about the environment changes, which are mainly caused by human-activity. As a consequence, using schedules motivated by the changes in metric maps increases the chance to extract dynamics that are essential for object learning and activity recording tasks.

Farewell and Thank You

Amr Ahmed / March 13, 2016December 6, 2018 / Uncategorized

At the end of the March’s meeting, we had a Farewell and Thank You for previous “PGRs Students Reps” and PGRs who have been helping in various activities, including Reading Group, trips, coffee mornings, and the showcase.

PGRs Representatives:

–1st Students Rep: Touseef Quraishi

–2nd Students Reps:

Christian
Mohammadreza.

PGRs who have been helping:

(George; showcase events & reading group – Saddam; Showcase Events & support PGRs meeting – Francesco; trips & showcase – Ibrahim; trips & showcase – Christian; regular presentations & reading group – Talal; Reading group – Hussein; showcase)

Thanks to all, and best wishes for the years to come.

PGRs meeting and Research Presentations – March. 2016

Amr Ahmed / March 13, 2016December 6, 2018 / Uncategorized

The monthly PGRs Research Presentations was held on Wed. 9^th March, 2pm, Room MC3108.

This session we had the following presentations:

		Title: Facilitating Individualised Collaboration with Robots (FInCoR).
		By: Peter Lightbody
AGEDNA: Speaker –> Break & refreshments Farewell & Thank you to previous PGRs Student Reps and those who have been actively helping & supporting the PGRs activities & community. Brief about the responsibilities and benefits of being a PGR Student Rep. Reps Election. (By SU Rep.) Announcements, AOB, & closing		Abstract: Enabling a robot to seamlessly collaborate with a human counterpart requires a robot to not only identify human preferences, but also to adapt in order to decrease the likelihood of distress and discomfort for the human collaborator. This work presents the use of qualitative spacial relations, combined with hidden Markov models, to identify and learn the unique characteristics inherent in the way a person performs a task. By doing this in real-time, a collaborative robot will be able to adapt it’s behaviour in order to best accommodate the person intuitive way of performing a task.

PGRs meeting and Research Presentations – Feb. 2016

Amr Ahmed / February 11, 2016December 6, 2018 / Uncategorized

The monthly PGRs Research Presentations was held on Wed. 10^th Feb., 2pm, Room MC3108.

This session we had the following presentations:

Title: Event-based Continuous STDP Learning using HMAX Model for Visual Pattern Recognition.
By: Daqi Liu
Abstract: Ventral stream within the visual cortex plays an important role in form recognition and object representation. Understanding and modeling the processing mechanism of the ventral stream is quite significant and necessary for visual pattern recognition application. In our research, an event-based continuous spike timing dependent plasticity (STDP) learning method (ECS) using HMAX model for visual pattern recognition has been proposed. Through the proposed spiking encoding scheme, the spatiotemporal spiking pattern would be generated from the high-level features extracted from HMAX model and such spatiotemporal information conveys unique and distinguish selectivity to each input visual stimuli. The selectivity to the input visual stimuli will be emerged after the continuous learning using the proposed event-based STDP method. By incorporating background neural noise and time jitter into the input visual stimuli of the proposed method while adding nothing into the classic SVM algorithm, cross-validated experimental results on MNSIT handwritten character database show that the proposed ECS method still achieves a better performance even in such harsh conditions.