- author = "Vjekoslav-Leonard Prcic",
- title = "Application of genetic programming in wireless communications networks space optimization",
- title_croatian = "Primjena genetickoga programiranja u optimizaciji sustava bezicnih komunikacijskih mreza u prostoru",
- school = "Department of Applied Computing, University of Zagreb",
- year = "2018",
- address = "Zagreb, Croatia",
- keywords = "genetic algorithms, genetic programming, Telecommunication and telecontrol, IOT",
-
URL = "
https://urn.nsk.hr/urn:nbn:hr:168:771158",
- size = "153 str.",
- abstract = "With the ever-growing presence of electronic devices that permeate the world we live in, enabling them to communicate with one another and share domain-specific information each device can provide has become the forefront of future technologies and solutions to every-day problems, making our life richer and helping the society to grow. The Internet of Things, as this network of computers and other devices is commonly referred to, is being constantly exposed to various solutions that aim to make it more coherent and simplify further advancement. One such solution to the problem of standardized interconnectedness is presented by the IEEE 802.15 working group, covering a large range of projects concerning the development of wireless personal networks and standards to which they should adhere. An important role is given to the way information is relayed through the network since in many cases distant devices are unable to communicate directly. For this purpose, various routing algorithms are being used and making them better is an active field of research. The Ad hoc On-Demand Distance Vector routing algorithm is a common target of experimentation, both because of its simplicity and because it is the preferred choice by many implementations of the IEEE 802.15 standards, such as Zigbee. However, it has its shortcomings, one of which is the fact that when generating routes it does not take into account any quality of service measurements. To address this, two modifications of the aforementioned routing protocol are specified, in the effort to enable the application of genetic programming as a tool for optimizing targeted quality of service measurements. In this thesis, a comprehensive study of these modifications is presented, as well as the distributed computer system that enables the optimisation of two distinct targeted quality of service specifications.",
- abstract = "croatian: Uz sve vecu prisutnost elektronickih uredaja, omogucavanje njihove medusobne komunikacije i razmjenu specificnih informacija koje pojedini uredaj moze dati, postalo je jedan od predvodnika ka buducim tehnologijama i rjesenjima svakodnevnih problema, obogacujuci nase zivote i pomazuci drustvu da raste. Internet stvari, kao sto se cesto naziva ta mreza racunala i drugih uredaja, konstantno biva izlozena rjesenjima koje povecanju njene koherentnosti i pojednostavljenju buducih unaprjedenja. Jedno rjesenje problema standardizacije medusobne povezanosti predstavljeno je od strane radne skupine IEEE 802.15 koje pokriva veliki skup projekata usmjerenih na razvoj osobnih mreza kratkog dometa i standarda kojih bi se trebale pridrzavati. Vaznu ulogu daje se nacinu na koji se informacije prenose kroz mrezu, buduci da u mnogim situacijama udaljeni uredaji ne mogu direktno komunicirati. U tu svrhu koriste se razliciti protokoli usmjeravanja i njihovo unaprjedenje aktivno je podrucje istrazivanja. Ad hoc On-Demand Distance Vector protokol usmjeravanja dobra je osnova za nova istrazivanja, kako zbog svoje jednostavnosti, tako i zbog toga sto je cest izbor u implementacijama IEEE 802.15 standarda, kao sto je Zigbee. Medutim, dolazi s brojim nedostacima, kao sto je nedostatak ovisnosti izgradenih puteva o kvaliteti veze. U svrhu rjesavanja tog problema, u ovom su radu predstavljene dvije modifikacije spomenutog protokola usmjeravanja, u nastojanju da se omoguci primjena genetickog programiranja kao alata za optimizaciju ciljanih mjera kvalitete usluge. Takoder, prikazana je sveobuhvatna studija tih modifikacija, kao i distribuirani racunalni sustav koji omogucuje optimizaciju dvije specificne kvalitete usluge.",
-
notes = "Also known as \cite{DBLP:phd/basesearch/Prcic18}
urn:nbn:hr:168:771158
Mentor Damir Kalpic (mentor) Mentor Dina Simunic (komentor)
",
