{"id":1820,"date":"2021-05-07T10:15:04","date_gmt":"2021-05-07T10:15:04","guid":{"rendered":"http:\/\/wordpress3.cosmos-lab.org\/?page_id=1820"},"modified":"2023-02-15T21:57:26","modified_gmt":"2023-02-15T21:57:26","slug":"2018-research-projects","status":"publish","type":"page","link":"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2018-research-projects\/","title":{"rendered":"2018 Research Projects"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1820\" class=\"elementor elementor-1820\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-88a0fc0 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"88a0fc0\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9a2ec8f\" data-id=\"9a2ec8f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8cf1b2a elementor-widget elementor-widget-text-editor\" data-id=\"8cf1b2a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h1>Summer Internship<\/h1>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-044c74a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"044c74a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9fdf3e2\" data-id=\"9fdf3e2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-504ed39 elementor-widget elementor-widget-shortcode\" data-id=\"504ed39\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><span class=\"oceanwp-breadcrumb\"><nav role=\"navigation\" aria-label=\"Breadcrumbs\" class=\"site-breadcrumbs clr position-\"><ol class=\"trail-items\" ><meta name=\"numberOfItems\" content=\"1\" \/><meta name=\"itemListOrder\" content=\"Ascending\" \/><li class=\"trail-item trail-end\" ><span itemprop=\"name\"><a href=\"https:\/\/wordpress3.cosmos-lab.org\" rel=\"home\" aria-label=\"Home\"><i class=\" icon-home\" aria-hidden=\"true\" role=\"img\"><\/i><span class=\"breadcrumb-home has-icon\">Home<\/span><\/a><\/span><meta itemprop=\"position\" content=\"1\" \/><\/li><\/ol><\/nav><\/span><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5d91f1e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d91f1e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-c2ab112\" data-id=\"c2ab112\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-48edb71 elementor-widget elementor-widget-text-editor\" data-id=\"48edb71\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2>2018 Research Projects<\/h2>\n<table border=\"1\">\n<tbody>\n<tr valign=\"top\">\n<td width=\"75%\">\n<strong>Project<\/strong><\/td>\n<td>\n<strong>Pre-Requisites<\/strong><\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>\n<div align=\"left\">Remote multi-robot extension to ORBIT<\/div><\/td>\n<td>\n<div align=\"left\">OS: Linux\nSoftware: C\/C++, Java<\/div><\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>\n<div align=\"left\">City-scale communication system simulation<\/div><\/td>\n<td>\n<div align=\"left\">OS: Windows\nSoftware: Unity 3D, C#, Java<\/div><\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Machine Learning and IoT (blue team): predicting behaviors and future events (coffee is usually made in the morning, full kettle is boiling, cacke will be served in 10 min, etc.)<\/td>\n<td>\n<div align=\"left\">OS: Linux\nSoftware: C\/C++, Java<\/div><\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Machine Learning and IoT (red team): compromise security of an IoT system (disruption and\/or gaining control), use information leakage of secure\/encrypted communication to infere what is going on<\/td>\n<td>OS: Linux\nSoftware: C\/C++, Java<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Geographic spectrum mapping with an aerial drone<\/td>\n<td>OS: Linux\nSoftware: C\/C++, Java<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Indoor localization using a mobile SDR and stationary clock synchronized SDRs<\/td>\n<td>\n<div align=\"left\">OS: Linux\nSoftware: C\/C++, Python<\/div><\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>AR information system: use overlay to display information about the environment (IoT, ORBIT, &#8230;)<\/td>\n<td>\n<div align=\"left\">\n<div align=\"left\">OS: Linux, Windows\nSoftware:C#, C\/C++, Java<\/div>\n<\/div><\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>\n<div align=\"left\">Virtual meeting room: user VR headsets and 3D cameras for teleconferencing<\/div><\/td>\n<td>\n<div align=\"left\">OS: Linux, Windows\nSoftware:C#, C\/C++, Java<\/div><\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Create and design a program to analyze music in real time: analysis should provide information about aspects of the audio such as harmonic\/chord structure, and basic stylistic elements.<\/td>\n<td>OS: Linux, Windows\nSoftware:C#, C\/C++, Java<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Physical layer security for practical communication systems using distributed beamforming.<\/td>\n<td>OS: Linux\nSoftware:C\/C++<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Low latency, low power IoT communication systems coexistent with LTE using CRAN<\/td>\n<td>OS: Linux\nSoftware:C\/C++<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Virtual Reality Massively Multiple Online Game (MMOG)<\/td>\n<td>OS: Linux, Windows\nSoftware:C#, C\/C++, Java<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Acoustic-based Smartphone Privacy Protection. When the smartphone receives a message\/call, the message&#8217;s preview or the caller&#8217;s name would be displayed on the screen. Such private information could be leaked, if the phone is not on the user&#8217;s hand (e.g., on the hand of the user&#8217;s friend or on the table). This research focuses on using acoustic sounds generated by the smartphone speaker to verify the phone holder&#8217;s identity. In particular, different people hold the smartphone differently (e.g., hand size and holding gesture) and the acoustic sound would be affected by the hand differently. The smartphone microphone could capture such biometrics to verify the user and decide whether to display the message preview or caller&#8217;s name on the screen to protect the user&#8217;s privacy. Because directly using the smartphone ring tone or the message notification sound is difficult, the students can first conduct preliminary study using a frequency chirp signal. Further improvements include adding the phone vibrator and accelerometers to improve the verification results.<\/td>\n<td>OS: Android\nSoftware: Java<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Scaled assisted driving emulator: create a small scale interesection with a number of RC controlled vehicles and cloud based soutonomous driving control.<\/td>\n<td>OS: Linux, Windows\nSoftware:C#, C\/C++, Java<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Ubiquitous Sensing\/Authentication Using Physical Vibration. Based on our prior work on VibSense and VibWrite, we plan to continue designing a generalized vibration-based sensing over extended surfaces through a single pair of vibration motor and sensor. We push the limits of vibration-based sensing to determine the location of a touch on extended surface areas, identify the object touching the surface and even authenticate users contacting with the surface. With a portable designed sensor module, a smartphone can continuously receive the vibration signals from the attached piezoelectrical sensor. We can then use phone&#8217;s audio processing capability and machine learning techniques to process the received vibration signals and perform corresponding sensing or authentication.<\/td>\n<td>OS: Embedded programming, Android\nSoftware: C, Java<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Low Energy Ammonia sensing calibration: Ammonia sensing materials exhibit memory based on their environment. This project uses data-science techniques to automatically re-calibrate ammonia sensors based on their environmental history.<\/td>\n<td>OS: Embedded programming\nSoftware: C<\/td>\n<\/tr>\n<tr>\n<td>Low-cost Wearable Sensor Reading Acquisition and Analysis Using PIP-Tag. We can implement some modules on the wireless data acquisition of tiny wearable sensors (e.g., ECG, accelerometer\uff0c humidity sensor) that can be attached on the human body. Multiple nodes equipped with various sensors can transmit the data to the server simultaneously. The data will be further analyzed in different applications. For example, it can be used to recognize\/detect the user&#8217;s daily activities, health conditions, and muscle energy while doing workout.<\/td>\n<td>OS: Embedded programming\nSoftware: C<\/td>\n<\/tr>\n<tr valign=\"top\">\n<td>Biological impacts of Radio Frequency Emissions on molecular cellular mechanisms: Working with collaborators at the Rutgers Cancer Institute of New Jersey, this project will observe the impact of common RF signals on various cell lines and their impacts on cell biology.<\/td>\n<td>OS: Linux, Embedded programming\nSoftware: C\/C++, Phyton<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-07980f3\" data-id=\"07980f3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8d49091 elementor-widget elementor-widget-global elementor-global-1923 elementor-widget-text-editor\" data-id=\"8d49091\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3>2024 Summer Internship Dates<\/h3>\n<p><strong>Applications Due:<\/strong> April 14<br><strong>Notifications:<\/strong> April 28<br><strong>Internship Starts:<\/strong> May 28<br><strong>Internship Ends:<\/strong> Aug 7<\/p>\n<p><a href=\"http:\/\/www.orbit-lab.org\/wiki\/Other\/Summer\" target=\"_blank\" rel=\"noopener\">Project Pages<\/a><\/p>\n<h3>Past Research Topics<\/h3>\n<ul>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2023-research-projects\/\">2023<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2022-research-projects\/\">2022<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2021-research-projects\/\">2021<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2020-research-projects\/\">2020<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2019-research-projects\/\">2019<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2018-research-projects\/\">2018<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2017-research-projects\/\">2017<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2016-research-projects\/\">2016<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2015-research-projects\/\">2015<\/a><\/li>\n<li><a href=\"http:\/\/wordpress3.cosmos-lab.org\/?page_id=1843\">2014<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2013-research-projects\/\">2013<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2012-research-projects\/\">2012<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2011-research-projects\/\">2011<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2010-research-projects\/\">2010<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2009-research-projects\/\">2009<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2008-research-projects\/\">2008<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2007-research-projects\/\">2007<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2006-research-project\/\">2006<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2005-research-projects\/\">2005<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2004-research-projects\/\">2004<\/a><\/li>\n<li><a href=\"https:\/\/wordpress3.cosmos-lab.org\/prospective-students\/summer-internship\/2003-research-projects\/\">2003<\/a><\/li>\n<\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Summer Internship 2018 Research Projects Project Pre-Requisites Remote multi-robot extension to ORBIT OS: Linux Software: C\/C++, Java City-scale communication system simulation OS: Windows Software: Unity 3D, C#, Java Machine Learning and IoT (blue team): predicting behaviors and future events (coffee is usually made in the morning, full kettle is boiling, cacke will be served in [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":2974,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","footnotes":""},"_links":{"self":[{"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/pages\/1820"}],"collection":[{"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/comments?post=1820"}],"version-history":[{"count":8,"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/pages\/1820\/revisions"}],"predecessor-version":[{"id":2999,"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/pages\/1820\/revisions\/2999"}],"up":[{"embeddable":true,"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/pages\/2974"}],"wp:attachment":[{"href":"https:\/\/wordpress3.cosmos-lab.org\/wp-json\/wp\/v2\/media?parent=1820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}