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All Journal International Journal of Electrical and Computer Engineering Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Rakhmadhany Primananda
Fakultas Ilmu Komputer , Universitas Brawijaya
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

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Distributed rule execution mechanism in smart home system Agung Setia Budi; Hurriyatul Fitriyah; Eko Setiawan; Rakhmadhany Primananda; Rizal Maulana
International Journal of Electrical and Computer Engineering (IJECE) Vol 12, No 4: August 2022
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v12i4.pp4439-4448

Abstract

Smart home systems become an interesting topics in the last few years. Many researchers have been studied some features. Most of smart home system use a centralized architecture know as centralized smart home system (CSHS). The centralizedmechanism is easy to manage and to configure. However, in fault-tolerant systemparadigm it produces a problem. The entire system will fail, if the master station fails.Another problem of CSHS is centralized mechanism gives more data-flow. This condition makes the system has a greater delay time. To solve the problem, we proposea distributed rule execution mechanism (DREM). Compared to the centralized mechanism, the DREM allows a device to provide its service without any commands fromthe master station. In this mechanism, since the information does not need to go tothe master station, the data-flow and the delay-time can be decreased. The experimentresults show that the DREM is able to mask the failure in the master station by directlytransmit the data from trigger device to service device. This mechanism makes the services provision without master station possible. The mathematical analysis also shows that the delay time of the service provision of the DREM is less than the delay time ofCSHS.
Analisis Fail Path Pada Arsitektur Software Defined Network Menggunakan Dijkstra Algorithm Eka Putri Aprilianingsih; Rakhmadhany Primananda; Aswin Suharsono
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 3 (2017): Maret 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1043.082 KB)

Abstract

Software Defined Network is a new concept that is used to fix traditional network's issues by making the separation between the control plane and the data plane in many different network devices vendor. The communication between control plane and data plane use the OpenFlow Protocol. SDN has some abilitiesin many network technology methods, and has been widely implemented such as network routing. There are some problems in routing, for example is file path. When there is a fail path arises, the system will look for another shortest paths by using Dijkstra Dlgorithm. Dijkstra Algorithm will be implemented using SDN then will be analyzed. Implementation uses a mesh topology and Pyretic as the controller. Then algorithms will be tested with 3 scenarios. In these scenarios, there are 4 tests: the testing topology, throughput, latency and convergence. Tests conducted topology to generate the shortest path. Scenario 1, is h1, h4, h3, h7 with cost 10. Scenario 2, is h1, h2, h3, h7 with cost 13. Scenario 3, is h1, h4, h6, h7 with cost 18. The purpose of throughput testing is to count packets arrive at the destination side. Scenario 1 had maximum throughput at 12.0 Gbits / sec. Scenario 2 is 9.56 Gbits / sec. Scenario 3 is 9.68 Gbits / sec. Latency test is to calculate the time taken from a package to its destination. Scenario 1 produced the highest latency at 0.162ms. Scenario 2 is 0.190ms. Scenario 3 is 0.150ms. Convergence test is to determine the changes in the time required when fail path. Scenario 1 has no file path so there were no results in convergence. Scenario 2 is 2.009ms. Scenario 3 is 3.01ms.
Analisis Perbandingan Performa Routing Flooding dan Convergecast Pada Wireless Sensor Network Syifaul Hud'riyah; Rakhmadhany Primananda; Sabriansyah Rizqika Akbar
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 3 (2017): Maret 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (821.011 KB)

Abstract

Wireless Sensor Network is a collection of a number of nodes arranged in a network. Some types of routing algorithms used in Wireless Sensor Network among its Flooding and Convergecast. Flooding is a routing protocol in wireless sensor networks that use random packet Broadcast on a network. Convergecast is a mechanism for displaying the data flow from many different source nodes to the base station node with a short time. In this study a comparison between routing Flooding with routing Convergecast. This comparison is aimed to find out where routing is better to transmit data. Then to determine the performance of the routing is done testing with some of the parameters used. These parameters are the average backoff, power consumption, latency, frame and number Tx Rx frames. The number of nodes used in testing are 5, 10, 15, 20 and 25. In the testing that was done routing Flooding as much as 5, 10, 15, 20, 25, a mobile node has a backoff value with the average value of 0.0034 ms represents the best and the value of backoff protocol has a value of 0.0024 ms Convergecast. Convergecast Flooding protocol and has a value of power consumption with the average value of the same is 94.1 mW. To value is best latency routing Convergecast with an average value of 0.022 ms while routing Flooding average value of 0,015 ms. For the value of Tx frame number is best routing Convergecast with an average value of 6.8 ms and for routing Flooding with an average value of 1.0 ms. While the value of the frame number Rx is best routing Convergecast with an average value of 15.4 ms routing Flooding with an average value of 2.8 ms
Sistem Kendali Berbasis Mikrokontroler Menggunakan Protokol MQTT pada Smarthome Hudan Abdur Rochman; Rakhmadhany Primananda; Heru Nurwasito
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 6 (2017): Juni 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1125.431 KB)

Abstract

Internet of things (IoT) can be utilized for controlling and monitoring at a particular place such as home, commonly called Smarthome. One of the protocols which is deemed appropriate for the implementation of IoT and the Smarthome is MQTT protocol that has publish/subscribe communication mechanism. In which it requires network protocols, also supporting devices such as a sensor DHT11 which will be used to read the temperature conditions in Smarthome, the LDR which is a sensor of light intensity, LED lights that will represent controlling devices in Smarthome and microcontroller which acts as an actuator. Microcontrollers used in this study is a microcontroller Wemos D1 R2 which has a module ESP8266 that supports the establishment of a wireless network. In this research, a simple prototype of Smarthome is built, where two pieces of LED lights will go on and or out based on the value of temperature and light sensor data, then controlled through the application of the control system. The application can also display temperature and light sensor data in graph form as a function of the monitoring control system. The test result showed the number of packets sent using protocol MQTT at a time affect the delta time, wherein the shorter the sending time the smaller the delta time value, and the integrity value of data which is sent and received through MQTT protocl is 100%.
Implementasi Low Power Wireless Sensor Network Untuk Pengukuran Suhu Berbasis NRF Dengan Penjadwalan Pengiriman Data Ahmad Faris Adhnaufal; Sabriansyah Rizqika Akbar; Rakhmadhany Primananda
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 6 (2017): Juni 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (995.058 KB)

Abstract

The needs of an extended time of observation monitoring in a remote location without suffice energy resource to accommodate has become the challenge of the future development of wireless sensor node. Wireless sensor node can deploy more than 1 unit in the remote area. So there must be a method to arrange a schedule of data delivery from the node to base station. So this research conducts to configure a time scheduling for data sending and sleepy low power mode to more than 1 node to make it compatible without affecting the system. Researcher applying a low power mode that using the Jeelib library that have been approved to lowering current usage in Arduino microcontroller for almost 14.5 mA at sensor reading phase, 11.2 mA at data sending phase, 14.3 mA at idle phase. Then the next part is to configure low power mode with compatible Time Division Multiple Access (TDMA) so the node can have a fix schedule about their phase. After the research, the result came that the clock time in the node can synchronized with the base station using Timing-sync Protocol for Network (TPSN) algorithm method in 30 seconds average of synchronization process. The node gets a fix schedule for data sending phase for each and low power mode kick in the microcontroller to sleep until next data sending phase without affecting the system works.
Analisis Kinerja Protokol Routing OSPF dan EIGRP Untuk Aplikasi VoIP Pada Topologi Jaringan Mesh Lyna Dwi Maryati; Rakhmadhany Primananda; Mochammad Hannats Hanafi Ichsan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 9 (2017): September 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1254.212 KB)

Abstract

This study examined how the OSPF and EIGRP work in mesh topology for VoIP service. To determine the performace of both routing protocol, used 3 parameter of QoS, namely throughput, jitter and packet loss. Based on scenarios that have been determined, a study of OSPF and EIGRP performance for VoIP service in mesh network topology is as follows : In EIGRP routing protocol the value of throughput codec g729 is between 40-50 kbps on the codec g711 is 7-20 kbps, the jitter value on the g711 and g729 codecs is between 200-600 seconds and the packet loss is in the 1-600 bytes range in the codec g729 , The codec g711 packet loss is worth 10000-600000 bytes, EIGRP has an average convergence time of 13-19 seconds. While on OSPF the value of throughput in g729 codec is between 30-50 kbps on g711 codec worth 18-30 kbps, jitter value on g711 and g729 codec is between 400-600 seconds and packet loss is in the range of 7-600 bytes in codec g729, In the codec g711 packet loss is worth 16000-200000 bytes, OSPF has an average convergence time of 30-50 seconds. In low communication scenario, OSPF dominant has better performance than EIGRP. In medium communication scenario, the parameters throughput, jitter and packet loss performance of EIGRP is better than OSPF. As for the time of convergence EIGPR has better performance than OSPF.
Analisis Performansi H.264 dan H.265 pada Video Streaming dari Segi Quality Of Service Vico Andrea Budi Harto; Rakhmadhany Primananda; Aswin Suharsono
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 10 (2017): Oktober 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1556.619 KB)

Abstract

Human knowledge has grown. Internet become one of the most useful human's invention. Speaking internet in Indonesia, Telkom declarated FUP on Feb 1 2016. Telkom comparing 320 GB bandwidth with 1,200 movie streaming HD-quality. Of course, streaming video is an interesting thing, but the question arises about the latest codecs such as H.265 that can compresed 50% bandwidth better than H.264. This research make experiment between H.264/AVC and H.265/HEVC compression method. Purpose of this research is to get quantity value from each bitrate, framerate, and bandwidth are used. This research uses streaming duration, throughput, and delay as parameter. The result from measure streaming quality with parameter, streaming duration value at streaming live codec H.264 and H.265 are 22.870 sec, 34.039 sec, streaming store are 10.927 sec, 11.789 sec. Throughput value streaming live codec H.264 dan H.265 are 0.28 Mbit/sec, 0.18 Mbit/sec, streaming store are 0.81 Mbit/sec, 0.79 Mbit/sec. Delay value streaming live codec H.264 and H.265 are 18.04 ms, 24.67 ms, streaming store are 8.47 ms, 8.60 ms. The conclution is streaming H.264 performa is better than H.265, because lower streaming duration, lower delay, and better throughput.
Implementasi Metode Klasifikasi Fuzzy K-Nearest Neighbor (FK-NN) Untuk Fingerprint Access Point Pada Indoor Positioning Baiq Findiarin Billyan; Adhitya Bhawiyuga; Rakhmadhany Primananda
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 11 (2017): November 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1012.967 KB)

Abstract

Positioning is a technique used to determine the position of an object. There are two types of positioning technique: outdoor positioning and indoor positioning. An example of a system that can be used to measure outdoor positions is the Global Positioning System (GPS). GPS is a very common technology that known to know a position and as a pointer for displacement of objects through signals from satellites. GPS can provide good positioning in an outdoor environment, but the signal is very weak when used in a closed / indoor environment. Accordingly then developed a technology that serves to know the position of an object in indoor called Indoor Positioning. In this research we implements Indoor Positioning with Fingerprint method (signal strength recognition method) using measurement of signal strength (Received Signal Strength/RSS), that is by analyzed patterns strength of signal access point coming to receiver from every room. The first thing we did is to collect training data first as a basis for classification, then give the label. Next, we create a classifier based on training data. After that we re-measure as data testing to test its accuracy by Fuzzy K-Nearest Neighbor (FK-NN) classification method, and to make it easier to access the classifier that has been made, we use web service. The result of client position gives an accuracy level on K-Nearest Neighbor (K-NN) method with value k = 1 has value reaches 96%, for k=2 to k=7 has value reach 76%, and for k=8 to k=10 has value reach 73%. Meanwhile, FK-NN method with value k=1 and k=2 has value reach 96%, for k=3 to k=8 has value reach 76%, for k=9 has value reach 73%, and for k=10 has value reach 76%. Therefore, the implementation of Fuzzy K-Nearest Neighbor (FK-NN) classification method for Fingerprint Access point on Indoor Positioning has an enough accuracy level than the K-NN method.
Manajemen Bandwidth dan Manajemen Pengguna pada Jaringan Wireless Mesh Network dengan Mikrotik Galeh Fatma Eko Ardiansa; Rakhmadhany Primananda; Mochammad Hannats Hanafi Ichsan
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 11 (2017): November 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1201.471 KB)

Abstract

The development on the topology of the Internet network is now very wide, one of them is the topology of wireless mesh network (WMN) which has several advantages compared to other wireless based network. From these developments, the use of the Internet on each user in one network can become irregular without any bandwidth management and user management. Based on these problems, the need for research that can be applied user management and bandwidth management in WMN topology, so it can be used to monitor internet usage in accordance with bandwidth management and user management. This research uses 4 nodes that make up WMN topology, one of them as a gateway that is connected directly with mikrotik and local server as database storage media to perform user management. Mikrotik main role is for bandwidth management in accordance with commands provided by the server so that bandwidth usage can be controlled in accordance with the bandwidth owned by the user. From the research finished done, got some conclusion. The first conclusion is the integration of server to mikrotik maupn otherwise can be done well with the results of self-healing test with an average of 27.5 seconds and self-configure 26 seconds. In addition, QoS testing on the network is not solid with an average gain of 10 tests ie the first user (Host 1) uploaded 0.04 Mbps download of 0.512 Mbps, the second user (Host 2) uploaded 0.113 Mbps download of 0.971 Mbps , And a third user (Host 3) uploaded 0.238 Mbps download of 1,942 Mbps, the test also performed on solid network obtained average of first user uploaded 0.051 Mbps download of 0.488 Mbps, second user upload of 0.113 Mbps download of 0.976 Mbps, And the third user uploaded 0.251 Mbps download of 1.962 Mbps, from the test results can be the second conclusion that the bandwidth management is able to do well by the system, and the third conclusion is the user management can be done by the server from the results of design and testing on the system admin . From several test results and three points of conclusion, it can be concluded that the system is able to perform bandwidth management and user management well on the WMN network and WMN network is able to apply self-healing and self-configure well.
Pemodelan Sistem Pemantauan Posisi Kereta Api Berbasis RFID Menggunakan Protokol Message Queue Telemetry Transport (MQTT) Anggit Surya Gumilang; Rakhmadhany Primananda; Mahendra Data
Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Vol 1 No 12 (2017): Desember 2017
Publisher : Fakultas Ilmu Komputer (FILKOM), Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (700.036 KB)

Abstract

Nowadays trains have become one of the most popular public transportation. The high demand of this transportation certainly will affects increasing the number of trains itself and it's routes. Therefore a system that can facilitate the monitoring of the position of the trains during a trip was required. Indeed PT. Kereta Api Indonesia (Persero) has started applying modern technology in monitoring their trains positions to improve the quality of their services. In monitoring the position of the railway circuit, a GNSS-based monitoring software named LocoTrack has been used before. However, blind spot points and positioning accuracy addressed from GNSS utilization still need to be fixed. This research will discuss about other ways to monitor the position of the trains during a trip that can improve the results of an existing LocoTrack app. This research will propose the use of radio frequency identification (RFID) technology as a marker medium of position and Message Queue Telemetry Transport (MQTT) as data communication protocol. The results showed that the use of RFID as position marker can be done and has very good accuracy. Also the use of the MQTT protocol as a data delivery medium can support lighter and faster delivery.
Co-Authors Abimanyu Sri Setyo Abraham Arya Satyana Achmad Basuki Adhitya Bhawiyuga Aditya Geraldo Aditya Hermawan Aditya Prayudhi Agiya Yoshua Agung Setia Budi Ahdi Hudaya Ahmad Fajri Rahman Ahmad Faris Adhnaufal Ahmad Fikri Marzuqi Ahmad Ghufron Agustian Ajeng Nurrohmah Akbar Pandu Segara Alfrienza Tighfaraka Alifibioneri Ali Ali Ammar Waliyuddin Jannah Andi Yudiko Leonardo Solin Andre Ananda Pratama Andre Rizki Haryuaditya Andrean Dwi Andaru Andreas Widyatmoko Anggit Surya Gumilang Aprilia Kartika Sriastunti ari kusyanti Arief Indra Rivaldy Permana Arief Sukma Indrayana Arif Rahmanto Arya Sena Marga Mukti Asroful Khusna Arifianto Aswin Suharsono Aulia Nabih Rizqullah Bagas Gerry Caesario Bagos Wahyu Suprayugi Baiq Findiarin Billyan Bambang Gunawan Tanjung Bayu Bagus Prabowo Bella Aulia Rahmataufany Brillian Taufan Budiyanto Budiyanto Cakra Bhirawa Chrisyantar Hasiholan Da'imul Royan Dahnial Syauqy Damianus Dewa Pratama Daniel H. Simatupang Dany Primanita Kartikasari Dany Rahmana David Isura Dedy Andrean Ardiansyah Dedy Tinovrasibo Nababan Desy Ulina Purba Dhani Wahyu Wijaya Dimas Malik Ibrahim Edgar Juvianno Santoso Eka Putri Aprilianingsih Eko Aditya Ramadianto Eko Setiawan Enggar Saka Dirgantara Erricson Bernedy Setiawan Fadila Rafi Alifiandi Fahmi Ardiansyah Faizal Ramadhan Fajra Rizky Faris Naufal Al Farros Fariz Andri Bakhtiar Fathia Ningtyasari Aroeboesman Feriz Pradibya Uditama Fikri Miftah Akmaludin Firza Nur Hibatullah Fitriyah, Hurriyatul Frans Muliawan Panjaya Galeh Fatma Eko Ardiansa Galih Bhaktiar Candra Getdra Saragih Sumbayak Gibran Haq Giservin Tifira Zain Hafizhul Karim Helmy Rafi Nawawi Heri Setiawan Heru Nurwarsito Heru Nurwasito Hidayatus Syafa'ah Holden Gunawan Hudan Abdur Rochman I Putu Krisna Yoga Tanaya Igo Vicky Firmandia Ira Oktavianti Irfani Fadlan Irvan Ramadan Irvan Wahyu Bagus Pratama Irvana Alfiyan Nur Irwan Primadana Mulya Izaaz Waskito Widyarto Jefri Muhrimansyah Jenrinaldo Tampubolon Jodi Prayoga Wahyudwi Kasyful Amron Kevin Charlie Kurnia Ade Prasetia Laisa Ryry Pudja Mentari Lastio Irfathan Ananda Lucky Ronny Chandra Negara Lutfi Fanani Lyna Dwi Maryati M Ilham Fadilah Akbar M. Ammar Batistuta Haryawan Mabda Amnesti Hananto Mahendra Data Moch. Wahyu Imam Santosa Mochamad Hannats Hanafi Ichsan Mochammad Hannats Hanafi Ichsan Moh Irfan Haris Mohamad Ilham Firdaus Mohamad Lutfi Muhammad Afian Musthofa Muhammad Alfarizi Muhammad Fachri Hasibuan Muhammad Farradhika Muntaha Muhammad Fattah Na'im Pang Ripto Muhammad Hannats Hanafi Ichsan Muhammad Mahar Jahary Muhammad Naufal Aziz Huryansyah Muhammad Nursodik Wicaksono Muhammad Rasyid Perdana Muhammad Reza Wahyu Chrisdyan Muhammad Risyat Nashrullah Muhammad Sabilillah Mukhamad Roni Nugraha Pangestu Nur Cahyo Utomo Nuril Huda Pramudya Mahardika Kusumawardhana Pramukantoro, Eko Sakti Prastise Titahningsih Primantara Hari Trisnawan Putri Ayu Delina Sari Putri Rizqia Hardein Rendyanto Adi Kurniawan Resya Wakhid Ardiansyah Retno Perwita Sari Reynald Novaldi Reza Andria Siregar Rifki Pinto Hidayat Risailin Dwi Jaka Fauzi Riza Anisul Fu'ad Rizal Maulana Rizqi Agung Dwi Nugraha Sabriansyah Rizqika Akbar Salsabila Salsabila Sastra Ginata Satria Kencana P. Kacaribu Selma Aulia Sekarrizky Shindy Maria Ulfa Siwi Rahmat Januar Suhadak Akbar Sultan Achmad Chidir Fajar Sutikno Sutikno Syahifudin Shahid Syahmi Rifqi Hudha Perwira Syifaul Hud'riyah Tugar Aris Andika Prastiyo Raharjo Upik Jamil Shobrina Vico Andrea Budi Harto Wahyu Pria Purnama Wian Virgi Widasari, Edita Rosana Widhi Yahya Wijaya Kurniawan Wisnu Fajar Dewantara Yefta Kristiyanto Yemima Dara Gloriawati Yugi Trilia Septiana Zaky Farsi