3D crosshole ERT for aquifer characterization and monitoring of infiltrating river water

The hydrogeological properties and responses of a productive aquifer in northeastern Switzerland are investigated. For this purpose, 3D crosshole electrical resistivity tomography (ERT) is used to define the main lithological structures within the aquifer (through static inversion) and to monitor the water infiltration from an adjacent river. During precipitation events and subsequent river flooding, the river water resistivity increases. As a consequence, the electrical characteristics of the infiltrating water can be used as a natural tracer to delineate preferential flow paths and flow velocities. The focus is primarily on the experiment installation, data collection strategy, and the structural characterization of the site and a brief overview of the ERT monitoring results. The monitoring system comprises 18 boreholes each equipped with 10 electrodes straddling the entire thickness of the gravel aquifer. A multi-channel resistivity system programmed to cycle through various four-point electrode configurations of the 180 electrodes in a rolling sequence allows for the measurement of approximately 15,500 apparent resistivity values every 7 h on a continuous basis. The 3D static ERT inversion of data acquired under stable hydrological conditions provides a base model for future time-lapse inversion studies and the means to investigate the resolving capability of our acquisition scheme. In particular, it enables definition of the main lithological structures within the aquifer. The final ERT static model delineates a relatively high-resistivity, low-porosity, intermediate-depth layer throughout the investigated aquifer volume that is consistent with results from well logging and seismic and radar tomography models. The next step will be to define and implement an appropriate time-lapse ERT inversion scheme using the river water as a natural tracer. The main challenge will be to separate the superposed time-varying effects of water table height, temperature, and salinity variations associated with the infiltrating water.

Mobile terminal adaptation in portal for better usability

Elektroniset finanssipalvelut, erityisesti Internetin kautta käytettynä, on kasvava alue. Elektronisten finanssipalveluiden tarjoajan tulee pystyä tarjoamaan laaja käytettävyys kaikkien kanavien kautta. Laajan käytettävyyden avulla asiakas voi valita haluamansa kanavan haluamanaan aikana. Palveluntarjoajalla tulee olla joustava arkkitehtuuri pystyäkseen tukemaan asiakkaiden muuttuvia vaatimuksia. Joustavalla arkkitehtuurilla päätelaitteeseen mukautuminen on mahdollista ja näin palveluntarjoaja pystyy tarjoamaan tuen monille eri päätelaitteille ja teknologioille helposti ja nopeasti. Diplomityö keskittyy tutkimaan mahdollisuutta monen kanavan tukeen ja päätelaitteeseen mukautumista Nordean tulevassa finanssiportaaliratkaisussa. Tämä pitäisi olla mahdollista uuden arkkitehtuurin kanssa, jonka TietoEnator on toteuttanut yhteistyössä Nordean kanssa. Sivujen rakenteen uudelleenjärjestelyillä saatiin hyviä tuloksia. Nykyisestä arkkitehtuurissa löydettiin myös puutteita ja jäljelle jäi avoimia kysymyksiä, jotka kirjattiin ylös. On selvästi nähtävissä, että tehokas päätelaitteeseen mukautuminen ja tuki monelle kanavalle tuo hyötyjä sekä pankille että asiakkaalle.

Sisäinen laskenta-ajattelu monikanavamallissa. Case: Etelä-Karjalan Osuuspankki

Tutkielman tavoitteena on luoda suuntaviivat Etelä-Karjalan Osuuspankin uudelle sisäisen laskennan ajattelutavalle, joka tukisi palvelukanavien yhteistyötä ja poistaisi niiden välistä keskinäistä kilpailua. Käsiteanalyyttisessä teoriaosiossa analysoidaan laskenta-ajattelun muutostarvetta aikaisemman teoreettisen kirjoittelun perusteella. Empiirisessä osiossa analysoidaan Etelä-Karjalan Osuuspankin laskenta-ajattelun nykytilaa sekä toiminnan muutoksia, jotka luovat tarpeen uudelle laskenta-ajattelulle. Tutkielman tutkimusote koko työn osalta on hermeneuttinen, eli ymmärtämään pyrkivä. Empiirinen osuus sisältää myös normatiivisia piirteitä. Tutkimustulosten mukaan kanavakohtainen kannattavuuslaskenta on hylättävä ja siirryttävä kannattavuuden osalta pankkitasoiseen tarkasteluun. Sisäisen laskennan tulee selventää edelleen eri kanavien rooleja ja korostaa uuden ansainnan tärkeyttä. Sen pitää myös tukea eri palvelukanavien välistä yhteistyötä.

Palvelupisteen rooli monikanavamallissa Case: Etelä-Karjalan Osuuspankki

Tutkielman tavoitteena oli luoda pankin palvelupisteille monikanava-ajattelua tukeva rooli, joka huomioi arvonmuodostumisen sekä asiakkaan että pankin näkökulmasta. Teoriaosassa analysoidaan pankin arvonmuodostumista aikaisemman teoreettisen kirjoittelun perusteella ja luodaan viitekehys arvonmuodostumiselle pankkipalveluissa. Empiirisessä osiossa analysoidaan Etelä-Karjalan Osuuspankin palvelupisteiden nykytilaa ja muodostetaan uusi rooli palvelupisteille. Tutkielman tutkimusote on hermeneuttinen, eli ymmärtävään pyrkivä. Empiirinen osuus sisältää myös normatiivisia piirteitä. Tutkimustulosten mukaan palvelupisteet eivät nykyisessä roolissaan tue monikanavamallia. Uusi rooli on olla lähellä asiakkaita. Mikäli palvelupisteiden toimintaa halutaan jatkaa, on niihin kiinnitettävä enemmän huomiota niin pankin kuin toimihenkilöidenkin taholta.

Franchisingyrittäjien rekrytointimalli Case: Kymppiposti-ketju

Tutkimuksen tavoitteena oli tehdä Kymppiposti-ketjulle franchisingyrittäjien rekrytointimalli: Kymppiposti-yrittäjän profiili, rekrytointikanavat ja -keinot, rekrytointi-prosessi ja rekrytoinnissa huomioitavat asiat. Tutkimuksen teoriaosuudessa analysoitiin kattavasti ja huolellisesti lähdekirjallisuus yli 30 vuoden ajalta tutkimusilmiön ymmärtämiseksi. Empiirinen osa koostui kolmen suomalaisen franchising-ketjun ja kolmen franchisingasiantuntijan haastatteluista sekä Kymppiposti-ketjun pilottikokemuksista. Tutkimus on kvalitatiivinen tapaustutkimus ja tutkimusote on konstruktiivinen. Luotu rekrytointimalli testataan ottamalla se käyttöön Kymppiposti-ketjussa (ns. heikko testi). Kymppipostin yrittäjävalinnan perusedellytyksenä on, että hakijalla ei ole rikosrekisteriä ja että hänen luottotiedot ovat kunnossa ts. hakijalla on kyky tehdä tarvittavat investoinnit. Tärkeitä yrittäjäpiirteitä ja -ominaisuuksia ovat motivaatio, halu menestyä, hyvät asiakaspalvelu- ja vuorovaikutustaidot, innovatiivisuus, halu ja kyky panostaa työhön, siisteys ja terveys. Rekrytointikeinoina suositellaan monikanavaisuutta, jossa rekrytointisanoma on erilaistettu hakijatyypeittäin. Rekrytointiprosessi kestää 3–6 kk ja siihen osallistuu useita henkilöitä. Prosessiin kuuluu 3 haastattelua, 2 testiä, ketjuyrittäjän haastattelu, työhön tutustuminen, koulutus- ja työharjoittelu sekä koeaika. Rekrytoinnissa on erityisesti huomioitava, että valinta-kriteereistä pidetään kiinni, hakijan oltava aktiivinen, harkinnalle on annettava aikaa ja konseptin ja ketjuyrittämisen keskeiset asiat (sopimus, pelisäännöt, laskelmat, investoinnit) on käytävä tarkkaan läpi hakijan kanssa.

Monikanavaisuuden hyödyt ja haitat - tutkimus monikanavaisuudesta palveluntarjoajan ja asiakkaan näkökulmasta

Tämän tutkimuksen tavoitteena oli selvittää, voidaanko asiakkaan ja palveluntarjoajan odotukset yhdistää muodostettaessa palveluntarjoajan monikanavamallia. Monikanavaisuus tuo asiakkaalle mahdollisuuksia ajasta ja paikasta riippumattomaan asiointiin. Asiakkaan näkökulmasta tämä tarkoittaa usein sitä, että hänen oppimansa asiointitapa muuttuu. Asiakas kokee haittana sen, että joutuu panostamaan uuden asiointitavan opettelemiseen ja odottaa tämän muutoksen tuovan hänelle hyötyjä. Monikanavaisuuden hyödyt asiakkaalle punnitaan tässä muutostilanteessa. Palveluntarjoaja odottaa monikanavamallin tuovan kustannussäästöjä, sillä kanavavalinnat ovat keino kehittää asiakkuuksia ja vaikuttaa yrityksen kannattavuuteen pitkällä aikajänteellä. Monikanavamallin toteuttaminen vaatii palveluntarjoajalta alkuvaiheessa resursseja, investointeja ja halutun muutoksen tavoitteellista johtamista. Tutkittavat asiakkaat valittiin Suomen Posti Oyj:n Yritykset ja yritykset –asiakassegmentistä. Tutkimuksessa ei löytynyt asiakaskohtaisia eroja asiakkaiden odotuksista palveluntarjoajien monikanavamalleihin, mutta hyötyodotusten suhteen tunnistettiin kolme erilaista asiakastyyppiä: kustannussäästöjä odottavat hintaorientoituneet asiakkaat, palvelun entistä parempaa sujumista odottavat palveluorientoituneet asiakkaat ja oman valinnanvapautensa merkitystä painottavat asiakassuhdeorientoituneet asiakkaat. Palveluntarjoajan tulee pystyä viestimään ja argumentoimaan asiointitavan muutoksesta kullekin asiakkaalle merkityksellisellä tavalla. Teorian ja empirian pohjalta voidaan sanoa, että asiakkaan ja palveluntarjoajan odotukset voidaan yhdistää muodostettaessa palveluntarjoajan monikanavamallia. Tämä edellyttää, että palveluntarjoaja tuntee asiakkaansa niin hyvin, että tietää millaiset eri asiakkaiden hyötyodotukset ovat.

GPS-signal Source Based on Direct Digital Synthesis

This thesis presents the design and implementation of a GPS-signal source suitable for receiver measurements. The developed signal source is based on direct digital synthesis which generates the intermediate frequency. The intermediate frequency is transfered to the final frequency with the aid of an Inphase/Quadrature modulator. The modulating GPS-data was generated with MATLAB. The signal source was duplicated to form a multi channel source. It was shown that, GPS-signals ment for civil navigation are easy to generate in the laboratory. The hardware does not need to be technically advanced if navigation with high level of accuracy is not needed. It was also shown that, the Inphase/Quadrature modulator can function as a single side band upconverter even with a high intermediate frequency. This concept reduces the demands required for output filtering.

Substâncias húmicas: sistema de fracionamento sequencial por ultrafiltração com base no tamanho molecular

A sequential system for fractionation by ultrafiltration (SSFU) equipped with advanced membranes filters (molecular size cut-off: 5, 10, 30, 50 and 100 kDalton) of the polyethersulfone type was developed for analytical fractionation of humic substances (HS) extracted from aquatic systems or soils. The device consists of five membrane filters (Sartocon® Micro) operated by a multi-channel peristaltic pump, enabling an easy handling, working in a closed system and with simple collection of the six obtained fractions (F1>100; F2: 100-50; F3: 50-30; F4:30-10; F5: 10-5 and F6 <5 kDalton). Then, the HS sample (250 mL solution 1.0 mg/mL, pH 5.0 to 6.0) to be fractionated is pumped by pump through the series of membrane filters with a tangential flow of 85 mL/min, initial pressure 0.2 to 0.3 bar and permeation flux through the membranes of 0.8 to 1.4 mL/min. The overall time for fractionation and cleaning of the device is about 10 h and 25 mL of each fraction is obtained.

Drivers and barriers of mobile travel and tourism service adoption : a study of individual perceptions and business model development in a travel and tourism context

The Travel and Tourism field is undergoing changes due to the rapid development of information technology and digital services. Online travel has profoundly changed the way travel and tourism organizations interact with their customers. Mobile technology such as mobile services for pocket devices (e.g. mobile phones) has the potential to take this development even further. Nevertheless, many issues have been highlighted since the early days of mobile services development (e.g. the lack of relevance, ease of use of many services). However, the wide adoption of smartphones and the mobile Internet in many countries as well as the formation of so-called ecosystems between vendors of mobile technology indicate that many of these issues have been overcome. Also when looking at the numbers of downloaded applications related to travel in application stores like Google Play, it seems obvious that mobile travel and tourism services are adopted and used by many individuals. However, as business is expected to start booming in the mobile era, many issues have a tendency to be overlooked. Travelers are generally on the go and thus services that work effectively in mobile settings (e.g. during a trip) are essential. Hence, the individuals’ perceived drivers and barriers to use mobile travel and tourism services in on-site or during trip settings seem particularly valuable to understand; thus this is one primary aim of the thesis. We are, however, also interested in understanding different types of mobile travel service users. Individuals may indeed be very different in their propensity to adopt and use technology based innovations (services). Research is also switching more from investigating issues of mobile service development to understanding individuals’ usage patterns of mobile services. But designing new mobile services may be a complex matter from a service provider perspective. Hence, our secondary aim is to provide insights into drivers and barriers of mobile travel and tourism service development from a holistic business model perspective. To accomplish the research objectives seven different studies have been conducted over a time period from 2002 – 2013. The studies are founded on and contribute to theories within diffusion of innovations, technology acceptance, value creation, user experience and business model development. Several different research methods are utilized: surveys, field and laboratory experiments and action research. The findings suggest that a successful mobile travel and tourism service is a service which supports one or several mobile motives (needs) of individuals such as spontaneous needs, time-critical arrangements, efficiency ambitions, mobility related needs (location features) and entertainment needs. The service could be customized to support travelers’ style of traveling (e.g. organized travel or independent travel) and should be easy to use, especially easy to take into use (access, install and learn) during a trip, without causing security concerns and/or financial risks for the user. In fact, the findings suggest that the most prominent barrier to the use of mobile travel and tourism services during a trip is an individual’s perceived financial cost (entry costs and usage costs). It should, however, be noted that regulations are put in place in the EU regarding data roaming prices between European countries and national telecom operators are starting to see ‘international data subscriptions’ as a sales advantage (e.g. Finnish Sonera provides a data subscription in the Baltic and Nordic region at the same price as in Finland), which will enhance the adoption of mobile travel and tourism services also in international contexts. In order to speed up the adoption rate travel service providers could consider e.g. more local initiatives of free Wi-Fi networks, development of services that can be used, at least to some extent, in an offline mode (do not require costly network access during a trip) and cooperation with telecom operators (e.g. lower usage costs for travelers who use specific mobile services or travel with specific vendors). Furthermore, based on a developed framework for user experience of mobile trip arrangements, the results show that a well-designed mobile site and/or native application, which preferably supports integration with other mobile services, is a must for true mobile presence. In fact, travel service providers who want to build a relationship with their customers need to consider a downloadable native application, but in order to be found through the mobile channel and make contact with potential new customers, a mobile website should be available. Moreover, we have made a first attempt with cluster analysis to identify user categories of mobile services in a travel and tourism context. The following four categories were identified: info-seekers, checkers, bookers and all-rounders. For example “all-rounders”, represented primarily by individuals who use their pocket device for almost any of the investigated mobile travel services, constituted primarily of 23 to 50 year old males with high travel frequency and great online experience. The results also indicate that travel service providers will increasingly become multi-channel providers. To manage multiple online channels, closely integrated and hybrid online platforms for different devices, supporting all steps in a traveler process should be considered. It could be useful for travel service providers to focus more on developing browser-based mobile services (HTML5-solutions) than native applications that work only with specific operating systems and for specific devices. Based on an action research study and utilizing a holistic business model framework called STOF we found that HTML5 as an emerging platform, at least for now, has some limitations regarding the development of the user experience and monetizing the application. In fact, a native application store (e.g. Google Play) may be a key mediator in the adoption of mobile travel and tourism services both from a traveler and a service provider perspective. Moreover, it must be remembered that many device and mobile operating system developers want service providers to specifically create services for their platforms and see native applications as a strategic advantage to sell more devices of a certain kind. The mobile telecom industry has moved into a battle of ecosystems where device makers, developers of operating systems and service developers are to some extent forced to choose their development platforms.

Computational studies for the design of process equipment with complex geometries

This study combines several projects related to the flows in vessels with complex shapes representing different chemical apparata. Three major cases were studied. The first one is a two-phase plate reactor with a complex structure of intersecting micro channels engraved on one plate which is covered by another plain plate. The second case is a tubular microreactor, consisting of two subcases. The first subcase is a multi-channel two-component commercial micromixer (slit interdigital) used to mix two liquid reagents before they enter the reactor. The second subcase is a micro-tube, where the distribution of the heat generated by the reaction was studied. The third case is a conventionally packed column. However, flow, reactions or mass transfer were not modeled. Instead, the research focused on how to describe mathematically the realistic geometry of the column packing, which is rather random and can not be created using conventional computeraided design or engineering (CAD/CAE) methods. Several modeling approaches were used to describe the performance of the processes in the considered vessels. Computational fluid dynamics (CFD) was used to describe the details of the flow in the plate microreactor and micromixer. A space-averaged mass transfer model based on Fick’s law was used to describe the exchange of the species through the gas-liquid interface in the microreactor. This model utilized data, namely the values of the interfacial area, obtained by the corresponding CFD model. A common heat transfer model was used to find the heat distribution in the micro-tube. To generate the column packing, an additional multibody dynamic model was implemented. Auxiliary simulation was carried out to determine the position and orientation of every packing element in the column. This data was then exported into a CAD system to generate desirable geometry, which could further be used for CFD simulations. The results demonstrated that the CFD model of the microreactor could predict the flow pattern well enough and agreed with experiments. The mass transfer model allowed to estimate the mass transfer coefficient. Modeling for the second case showed that the flow in the micromixer and the heat transfer in the tube could be excluded from the larger model which describes the chemical kinetics in the reactor. Results of the third case demonstrated that the auxiliary simulation could successfully generate complex random packing not only for the column but also for other similar cases.

Inhibitory effects in the detection of 1 cpd jo targets superimposed to angular frequency stimuli or sinewave gratings

Independence among channels processing different aspects of spatial information, including orthogonal stimuli, has been generally assumed in the literature. We tested independence between the processing of jo targets and the processing of either vertical sinusoidal gratings or angular frequency stimuli with suprathreshold summation. We found the detection of a jo target at 1 cpd to be affected in an inhibitory fashion by either background angular frequencies in the range of 3-96 cycles or sinewave gratings in the range of 0.8-3.0 cpd. These results demonstrate interactions both among orthogonal stimuli and among channels processing vertical sinewave gratings and jo target stimuli. Our discussion focuses on the hypothesis of frequency decomposition in polar coordinates

Kuluttajalähtöisiä ideoita palvelujen kehittämiseen eri kanavissa, Case Posti Oy

Tutkimuksen tavoitteena on löytää kehitysideoita Postin palveluiden kehittämiseksi kuluttajilta nousseiden kehitysideoiden kautta. Kehitysideoita voidaan hyödyntää palveluiden kehittämisessä eri kanavat huomioiden. Tutkimuksen tulokset käydään syvällisesti läpi, jotta niistä on konkreettista hyötyä Postille palvelujen ja nykyisen toiminnan kehittämisessä. Työn teoriaosa keskittyy monikanavaisuuden hyötyihin ja haittoihin sekä asiakaspalvelulähtöisen liiketoiminnan nykytilaan sekä tarpeisiin. Fountain Parkin ja Postin yhteistyössä tehdyssä tutkimuksessa oli kvalitatiivinen tutkimusote, koska tutkimuksen tarkoituksena on tutkia henkilöiden mielipiteiden kautta tutkittavissa olevaa ilmiötä. Tässä tutkimuksessa henkilöiden mielipidettä edustavat Postin kuluttaja-asiakkaat. Data kerättiin verkkoaivoriihen avulla, josta tutkimustulokset analysoitiin. Päätutkimuskysymyksenä on, mitkä palvelut helpottaisivat kuluttajien arjen sujumista. Nykypäivänä uusia tuoteideoita etsiessä tulee hyödyntää esimerkiksi asiakkailta tulevaa informaatiota. Tässä tutkimuksessa saatiin paljon asiakaslähtöisiä ideoita, joita voidaan käyttää Postin palvelujen kehittämiseen. Monet kehitysideat liittyivät olemassa oleviin palveluihin parannusehdotuksina mutta myös uusia palveluideoita nousi eri palvelujen osalta.

Search engine advertising in web retailing : an efficiency analysis

This study examines the efficiency of search engine advertising strategies employed by firms. The research setting is the online retailing industry, which is characterized by extensive use of Web technologies and high competition for market share and profitability. For Internet retailers, search engines are increasingly serving as an information gateway for many decision-making tasks. In particular, Search engine advertising (SEA) has opened a new marketing channel for retailers to attract new customers and improve their performance. In addition to natural (organic) search marketing strategies, search engine advertisers compete for top advertisement slots provided by search brokers such as Google and Yahoo! through keyword auctions. The rationale being that greater visibility on a search engine during a keyword search will capture customers' interest in a business and its product or service offerings. Search engines account for most online activities today. Compared with the slow growth of traditional marketing channels, online search volumes continue to grow at a steady rate. According to the Search Engine Marketing Professional Organization, spending on search engine marketing by North American firms in 2008 was estimated at $13.5 billion. Despite the significant role SEA plays in Web retailing, scholarly research on the topic is limited. Prior studies in SEA have focused on search engine auction mechanism design. In contrast, research on the business value of SEA has been limited by the lack of empirical data on search advertising practices. Recent advances in search and retail technologies have created datarich environments that enable new research opportunities at the interface of marketing and information technology. This research uses extensive data from Web retailing and Google-based search advertising and evaluates Web retailers' use of resources, search advertising techniques, and other relevant factors that contribute to business performance across different metrics. The methods used include Data Envelopment Analysis (DEA), data mining, and multivariate statistics. This research contributes to empirical research by analyzing several Web retail firms in different industry sectors and product categories. One of the key findings is that the dynamics of sponsored search advertising vary between multi-channel and Web-only retailers. While the key performance metrics for multi-channel retailers include measures such as online sales, conversion rate (CR), c1ick-through-rate (CTR), and impressions, the key performance metrics for Web-only retailers focus on organic and sponsored ad ranks. These results provide a useful contribution to our organizational level understanding of search engine advertising strategies, both for multi-channel and Web-only retailers. These results also contribute to current knowledge in technology-driven marketing strategies and provide managers with a better understanding of sponsored search advertising and its impact on various performance metrics in Web retailing.

Keyword Competition and Determinants of Ad Position in Sponsored Search Advertising

Given the significant growth of the Internet in recent years, marketers have been striving for new techniques and strategies to prosper in the online world. Statistically, search engines have been the most dominant channels of Internet marketing in recent years. However, the mechanics of advertising in such a market place has created a challenging environment for marketers to position their ads among their competitors. This study uses a unique cross-sectional dataset of the top 500 Internet retailers in North America and hierarchical multiple regression analysis to empirically investigate the effect of keyword competition on the relationship between ad position and its determinants in the sponsored search market. To this end, the study utilizes the literature in consumer search behavior, keyword auction mechanism design, and search advertising performance as the theoretical foundation. This study is the first of its kind to examine the sponsored search market characteristics in a cross-sectional setting where the level of keyword competition is explicitly captured in terms of the number of Internet retailers competing for similar keywords. Internet retailing provides an appropriate setting for this study given the high-stake battle for market share and intense competition for keywords in the sponsored search market place. The findings of this study indicate that bid values and ad relevancy metrics as well as their interaction affect the position of ads on the search engine result pages (SERPs). These results confirm some of the findings from previous studies that examined sponsored search advertising performance at a keyword level. Furthermore, the study finds that the position of ads for web-only retailers is dependent on bid values and ad relevancy metrics, whereas, multi-channel retailers are more reliant on their bid values. This difference between web-only and multi-channel retailers is also observed in the moderating effect of keyword competition on the relationships between ad position and its key determinants. Specifically, this study finds that keyword competition has significant moderating effects only for multi-channel retailers.

Métriques de routage dans les réseaux maillés sans fil

Ces dernières années, les technologies sans fil ont connu un essor fulgurant. Elles ont permis la mise en place de réseaux sans fil à hautes performances. Les réseaux maillées sans fil (RMSF) sont une nouvelle génération de réseaux sans fil qui offrent des débits élevés par rapport aux réseaux Wi-Fi (Wireless Fidelity) classiques et aux réseaux ad-hoc. Ils présentent de nombreux avantages telles que leur forte tolérance aux pannes, leur robustesse, leur faible coût etc. Les routeurs des RMSF peuvent disposer de plusieurs interfaces radio et chaque interface peut opérer sur plusieurs canaux distincts, c’est des RMSF multiples-radios, multiples-canaux. Ce type de réseau peut accroître de manière considérable les performances des RMSF. Cependant plusieurs problèmes subsistent et doivent être résolus notamment celui du routage. Le routage dans les RMSF demeure un défi majeur. Le but des protocoles de routage est de trouver les meilleures routes i.e. des routes qui maximisent les débits et minimisent les délais, lors de l’acheminement du trafic. La qualité des routes dans les RMSF peut être fortement affectée par les interférences, les collisions, les congestions etc. Alors les protocoles doivent être en mesure de détecter ces problèmes pour pouvoir en tenir compte lors de la sélection des routes. Plusieurs études ont été dédiées aux métriques et aux protocoles de routage dans les RMSF afin de maximiser les performances de celles ci. Mais la plupart ne prennent pas en considération toutes les contraintes telles que les interférences, le problème des stations cachées etc. Ce mémoire propose une nouvelle métrique de routage pour RMSF. Nous avons mis en place une nouvelle métrique de routage pour RMSF appelée MBP (Metric Based on Probabilities). Cette métrique est destinée aux RMSF mono-radio ou multiples-radios. Elle permet d’éviter les routes à forte ii interférence. Les résultats des simulations ont montré que MBP présente des améliorations par rapport à certaines métriques : ETT, WCETT et iAWARE qui sont connues dans le domaine.