A component framework for autonomous mobile robots
2004 (English)Doctoral thesis, monograph (Other scientific)
The major problem of robotics research today is that there is a barrier to entry into robotics research. Robot system software is complex and a researcher that wishes to concentrate on one particular problem often needs to learn about details, dependencies and intricacies of the complete system. This is because a robot system needs several different modules that need to communicate and execute in parallel.
Today there is not much controlled comparisons of algorithms and solutions for a given task, which is the standard scientific method of other sciences. There is also very little sharing between groups and projects, requiring code to be written from scratch over and over again.
This thesis proposes a general framework for robotics. By examining successful systems and architectures of past and present, yields a number of key properties. Some of these are ease of use, modularity, portability and efficiency. Even though there is much consensus on that the hybrid deliberate/reactive is the best architectural model that the community has produced so far, a framework should not stipulate a specific architecture. Instead the framework should enable the building of different architectures. Such a scheme implies that the modules are seen as common peers and not divided into clients and servers or forced into a set layering.
Using a standardized middleware such as CORBA, efficient communication can be carried out between different platforms and languages. Middleware also provides network transparency which is valuable in distributed systems. Component-based Software Engineering (CBSE) is an approach that could solve many of the aforementioned problems. It enforces modularity which helps to manage complexity. Components can be developed in isolation, since algorithms are encapsulated in components where only the interfaces need to be known by other users. A complete system can be created by assembling components from different sources.
Comparisons and sharing can greatly benefit from CBSE. A component-based framework called ORCA has been implemented with the following characteristics. All communication is carried out be either of three communication patterns, query, send and push. Communication is done using CORBA, although most of the CORBA code is hidden for the developer and can in the future be replaced by other mechanisms. Objects are transported between components in the form of the CORBA valuetype.
A component model is specified that among other things include support for a state-machine. This also handles initialization and sets up communication. Configuration is achieved by the presence of an XML-file per component. A hardware abstraction scheme is specified that basically route the communication patterns right down to the hardware level.
The framework has been verified by the implementation of a number of working systems.
Place, publisher, year, edition, pages
Stockholm: Numerisk analys och datalogi , 2004. , xiii, 130 p.
Trita-NA, ISSN 0348-2952 ; 0429
Datorteknik, robotics, mobile robots, autonomour robots, component-based software engineering, software architectures
IdentifiersURN: urn:nbn:se:kth:diva-50ISBN: 91-7283-892-2OAI: oai:DiVA.org:kth-50DiVA: diva2:14230
2004-11-19, Kollegiesalen, KTH, Valhallavägen 79, Stockholm, 13:00
Nourbakhsh, Iiiah R., Prof
Christiensen, Henrik I.