{"id":1668,"date":"2022-01-24T23:51:49","date_gmt":"2022-01-24T23:51:49","guid":{"rendered":"https:\/\/cwinsnew.wpi.edu\/?page_id=1668"},"modified":"2022-05-04T14:37:40","modified_gmt":"2022-05-04T14:37:40","slug":"rf-clouds-and-intelligent-applications","status":"publish","type":"page","link":"https:\/\/web-biography.wpi.edu\/index.php\/rf-clouds-and-intelligent-applications\/","title":{"rendered":"RF Clouds Intelligence"},"content":{"rendered":"[et_pb_section fb_built=”1″ admin_label=”Header” _builder_version=”4.16″ custom_width_px__hover=”1080px” custom_width_px__hover_enabled=”1080px” custom_width_percent__hover=”80%” custom_width_percent__hover_enabled=”80%” locked=”off” global_colors_info=”{}” gutter_width__hover=”3″ gutter_width__hover_enabled=”3″ parallax_1__hover=”off” parallax_1__hover_enabled=”off” parallax_2__hover=”off” parallax_2__hover_enabled=”off” parallax_3__hover=”off” parallax_3__hover_enabled=”off” parallax_method_1__hover=”on” parallax_method_1__hover_enabled=”on” 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Research Contributions:<\/h1>\n

RF Clouds Intelligence<\/h2>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ disabled_on=”off|off|off” _builder_version=”4.16″ _module_preset=”default” background_enable_color=”off” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/01\/spectrum_management.png” title_text=”spectrum_management” url=”https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10776-021-00541-8.pdf” _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.16″ text_font=”||||||||” text_text_color=”#000000″ text_line_height=”2em” header_font=”||||||||” header_2_font=”Work Sans|700|||||||” header_2_font_size=”25px” header_2_line_height=”1.5em” text_orientation=”justified” max_width=”600px” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|tablet” header_2_font_size_tablet=”30px” header_2_font_size_phone=”15px” header_2_font_size_last_edited=”on|desktop” locked=”off” global_colors_info=”{}” header_2_font_size__hover=”26px” header_2_font_size__hover_enabled=”26px” header_2_letter_spacing__hover=”0px” header_2_letter_spacing__hover_enabled=”0px” header_2_line_height__hover=”1em” header_2_line_height__hover_enabled=”1em” header_2_text_shadow_style__hover=”none” header_2_text_shadow_style__hover_enabled=”none” header_2_text_shadow_color__hover=”rgba(0,0,0,0.4)” header_2_text_shadow_color__hover_enabled=”rgba(0,0,0,0.4)” text_letter_spacing__hover=”0px” text_letter_spacing__hover_enabled=”0px” text_text_shadow_style__hover=”none” text_text_shadow_style__hover_enabled=”none” text_text_shadow_color__hover=”rgba(0,0,0,0.4)” text_text_shadow_color__hover_enabled=”rgba(0,0,0,0.4)” header_3_font_size__hover=”22px” header_3_font_size__hover_enabled=”22px” header_3_letter_spacing__hover=”0px” header_3_letter_spacing__hover_enabled=”0px” header_3_line_height__hover=”1em” header_3_line_height__hover_enabled=”1em” header_3_text_shadow_style__hover=”none” header_3_text_shadow_style__hover_enabled=”none” header_3_text_shadow_color__hover=”rgba(0,0,0,0.4)” header_3_text_shadow_color__hover_enabled=”rgba(0,0,0,0.4)”]\n

Research in cyberspace applications benefiting from the RF cloud of the wireless devices at CWINS began with motion and gesture detection and authentication and security and more recently moved into interference measurement and modeling for intelligent spectrum management.<\/span><\/h2>\n[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/01\/CyberSpace_Intelligence.png” title_text=”CyberSpace_Intelligence” url=”https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?arnumber=9090822″ url_new_window=”on” _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ _builder_version=”4.16″ _module_preset=”default” custom_margin=”||-28px||false|false” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.16″ _module_preset=”default” header_4_text_align=”left” header_4_text_color=”#000000″ global_colors_info=”{}”]\n

\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 2021<\/strong><\/h4>\n[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.16″ _module_preset=”default” header_4_text_align=”left” header_4_text_color=”#000000″ global_colors_info=”{}”]\n

\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 2020<\/strong><\/h4>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Categories” _builder_version=”4.16″ custom_padding=”0|0px|54px|0px|false|false” global_colors_info=”{}”][et_pb_row _builder_version=”4.16″ _module_preset=”default” custom_margin=”21px||-15px||false|false” custom_margin_tablet=”” custom_margin_phone=”” custom_margin_last_edited=”on|desktop” border_width_top=”2px” border_color_top=”#e09900″ border_color_bottom=”#000000″ global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ _module_preset=”default” custom_padding=”5px||||false|false” global_colors_info=”{}”][et_pb_text _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”]\n

\u00a0BESTNEST Research Center<\/strong><\/h2>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.16″ _module_preset=”default” link_option_url=”bestnest.wpi.edu\/” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_slider show_image_video_mobile=”on” arrows_custom_color=”#e02b20″ dot_nav_custom_color=”#000000″ _builder_version=”4.16″ _module_preset=”default” background_image=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/02\/Quantum-computing.jpg” width=”80%” width_tablet=”” width_phone=”” width_last_edited=”on|desktop” module_alignment=”center” height=”200px” auto=”on” auto_speed=”3000″ auto_ignore_hover=”on” box_shadow_style=”preset2″ box_shadow_color=”#ac2b37″ global_colors_info=”{}”][et_pb_slide _builder_version=”4.16″ _module_preset=”default” background_enable_color=”off” background_image=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/02\/cloud-and-edge-computing-1.jpg” background_enable_image=”on” hover_transition_duration=”1ms” global_colors_info=”{}” sticky_transition=”on”]\n

Cloud and Edge Computing<\/strong><\/h2>\n[\/et_pb_slide][et_pb_slide _builder_version=”4.16″ _module_preset=”default” background_image=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/02\/TeraHertz.jpg” background_enable_image=”on” hover_transition_duration=”1000ms” global_colors_info=”{}” sticky_transition=”on”]\n

Tera Hertz<\/strong><\/h2>\n[\/et_pb_slide][et_pb_slide _builder_version=”4.16″ _module_preset=”default” background_image=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/02\/RF-and-hardware.jpg” background_enable_image=”on” global_colors_info=”{}” sticky_transition=”on”]\n

RF and Hardware<\/strong><\/h2>\n[\/et_pb_slide][et_pb_slide _builder_version=”4.16″ _module_preset=”default” background_image=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/02\/data-science.jpeg” background_enable_image=”on” global_colors_info=”{}” sticky_transition=”on”]\n

Data Sciences<\/strong><\/h2>\n[\/et_pb_slide][et_pb_slide _builder_version=”4.16″ _module_preset=”default” background_image=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/02\/Network-Science-2.jpg” background_enable_image=”on” global_colors_info=”{}” sticky_transition=”on”]\n

Networking Sciences<\/strong><\/h2>\n[\/et_pb_slide][et_pb_slide _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}” sticky_transition=”on”]\n

Quantum Computing<\/strong><\/h2>\n[\/et_pb_slide][\/et_pb_slider][et_pb_image src=”http:\/\/web-biography.wpi.edu\/wp-content\/uploads\/2022\/01\/2ndWorkshop.png” title_text=”2ndWorkshop” _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.16″ _module_preset=”default” custom_margin=”21px||-15px||false|false” custom_margin_tablet=”” custom_margin_phone=”” custom_margin_last_edited=”on|desktop” border_width_top=”2px” border_color_top=”#e09900″ border_color_bottom=”#000000″ global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ _module_preset=”default” custom_padding=”5px||||false|false” global_colors_info=”{}”][et_pb_text _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”]\n

Major Projects<\/strong><\/h2>\n[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.16″ _module_preset=”default” custom_margin=”-61px||||false|false” global_colors_info=”{}”][et_pb_row module_class=” parent-column” _builder_version=”4.16″ _module_preset=”default” custom_margin=”-20px||||false|false” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_toggle title=”ThuMouse” open_toggle_text_color=”#000000″ closed_toggle_background_color=”#FFFFFF” icon_color=”#e09900″ open_icon_color=”#e09900″ _builder_version=”4.16″ _module_preset=”default” title_text_color=”#000000″ title_level=”h4″ custom_margin=”-30px||||false|false” border_color_all=”#e09900″ global_colors_info=”{}”]\n
<\/div>\n[\/et_pb_toggle][et_pb_tabs module_class=”divi-portable-module” _builder_version=”4.16″ _module_preset=”default” width_tablet=”” width_phone=”” width_last_edited=”on|desktop” max_width=”30%” max_width_tablet=”100%” max_width_phone=”100%” max_width_last_edited=”on|desktop” global_colors_info=”{}”][et_pb_tab title=”Participants” _builder_version=”4.16″ _module_preset=”default” body_font=”|600|||||||” body_text_color=”#000000″ tab_font=”|600|||||||” tab_text_color=”#000000″ global_colors_info=”{}”]\n
    \n
  • Ziheng Li<\/span><\/li>\n
  • Zhenyuan Lei<\/li>\n
  • An Yan<\/li>\n
  • Erin Solovey<\/li>\n
  • Kaveh Pahlavan<\/li>\n<\/ul>\n[\/et_pb_tab][\/et_pb_tabs][et_pb_text module_class=”divi-portable-module” _builder_version=”4.16″ _module_preset=”default” text_font=”|600|||||||” text_text_color=”#000000″ text_orientation=”justified” global_colors_info=”{}”]ThuMouse is a novel interaction paradigm aimed to create a gesture-based and touch-free cursor interaction that accurately tracks the motion of fingers in real-time. ThuMouse enables users to move the cursor using frequency-modulated continuous-wave (FMCW) radar. While previous work with FMCW radar in human-computer-interfaces (HCI) has focused on classifying a set of predefined hand gestures, ThuMouse regressively tracks the position of a finger, which allows for finer-grained interaction. This paper presents the gesture sensing pipeline we built, with regressive tracking through deep neural networks, data augmentation for robustness, and computer vision as a training base. We also report on a proof-of-concept demonstration shows how our system can function as a mouse, and identify areas for future work. This work builds a foundation for designing finer micro gesture-based interactions, allowing the finger to emulate external input devices such as a joystick and touch-pad.[\/et_pb_text][et_pb_code _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”]