MPIGA – Multipath Selection Using Improved Genetic Algorithm

The Wireless Multimedia Networks (WMNs) have developed due to the extensive applications of wireless devices and increasing availability of lower cost hardware. The WMNs are used to transmit the multimedia content like audio and video streaming and they can be deployed within a lower budget. These networks can also be used in real-time data applications that demand energy-efficient management and awareness of Quality of Service (QoS). The energy resources are limited in the wireless devices that lead to the significant threats on the QoS for WMNs. An energy-efficient routing technique is needed to handle the dynamic topology of WMN that includes a vital resource as energy. The energy-efficient routing method was proposed in this work for the purpose of data communication based on a cluster head selection from each cluster in addition to the multipath route selection to reduce the network overhead and energy consumption. The cluster heads for each cluster are selected based on Node Coverage & average residual energy parameters.In this work, the proposed energy efficient routing algorithm uses improved genetic algorithm (IGA)based on a cost function for dynamic selection of the best path. The proposed cost function uses link lifetime &average link delay parameters to estimate the link cost. The proposed algorithm’s performance compared with other previous routing methods based on extensive simulation analysis. The results showed that the proposed method achieves better performance over three other routing techniques

Non-Conventional food Plants available in and around Loktak Lake, Bishnupur (Manipur)

Loktak Lake is the largest fresh water lake in North East India. The lake is situated at Moirang in the Bishnupur District, Manipur about 48 km to South from Imphal city. This Lake extends about 287 km2. Loktak Lake has an indispensable relationship with the people of the state since time immemorial from socio- cultural and economic viewpoints. Many edible plants are available in and around the Lake. The food plants which are not commonly available in the market and those which are not commonly utilized as food throughout the country are considered as non-conventional food plants. There are various plants which grow in the lake as submerged, free floating, rooted with floating leaves, emergents, etc. and some are found to grow on the floating humus (Phum). The main food of the Brow Antlered Deer (Rucervus eldi eldi) which is found only in Keibul Lamjao National Wildlife Sanctuary near the Loktak Lake is a variety of young shoots of grasses, herbaceous plants, Zizania latifolia, etc. Some important non-conventional food plants available in and around the Lake are Hedichium flavum (Loklei), Alpinia allughas (Pullei), Euryale ferox (Thangjing), Nymphaea stellata (Thariktha), Nymphaea alba (Tharo angouba), Oenanthe javanica (Komprek), Ipomoea aquatica (Kolamni), Nelumbo nucifera (Thambou, Thamchet and Thamna khenjong), Sagittaria sagittifolia (Koukha), Trapa bispinosa (Heikak) Zizania latifolia (kambong) etc. Some plants such as Ipomoea aquatica (Kolamni) and Alpinia allughas (Pullei), Neptunia oleracea (Eshing Ekaithabi), Ludwigia adscendens (Eshing Kundo), etc. have medicinal importance. These food plants are very rich in vitamins and minerals