I found out that RadioTab headers are not part of any Dot11 protocol but are merely added by the network interface. And the reason I got the RadioTab headers on sample packets from Wireshark.org and not from my live wireshark capture is because some network adapters do not add RadioTap while others do and the network adapter of my laptop does not add RadioTab headers. I checked this with a new external WiFi adapter and it did add the RadioTap headers.
If the adapter does not inject the additional information as it captures frames, then no radiotap headers will be added.
So to my main question, how to get/set frequency of a packet.
I expected Scapy to have this option but it doesn't, and it shouldn't. The reason is that the frequency depends on what is set on the network adapter. So what I did was to set the frequency/channel of my WiFi adapter to a different one. My external WiFi adapter can work in various channels so I changed each and confirmed with the RadioTap header. There are a simple linux commands/tools that helped me check the supported channels of my WiFi interface, and switch to a particular channel.
To capture/send packets at a certain frequency or channel, you need to change the working channel of your interface and set the sniffer/sender interface in scapy to that interface.
EDIT - Other problems I faced and solutions:
If you are on linux, and you want to change the working channel of your interface you need to disable network-manager for that interface and to do this
First
Add the following snippet to /etc/network/interfaces
auto $iface
iface $iface inet dhcp
wpa-conf /etc/wpa_supplicant/wpa_supplicant.conf
replace $iface
with your interface name. This will let you control the interface by yourself. And then add the following lines to /etc/wpa_supplicant/wpa_supplicant.conf
ctrl_interface=/var/run/wpa_supplicant
network={
ssid="Your_AP_SSID"
psk="Your_Passphrase"
freq_list=2412 2437 2462
}
Note that 2412 2437 2462
are the frequencies (channel 1, 6, 11 in this case) for your interface to choose from. You can edit them to desired frequency. Source. But first you have to check that your interface supports these frequencies. To check that
iwlist channel
Finally after everything is done.
sendp(Ether()/IP(dst="1.2.3.4",ttl=(1,4)), iface="wlp3s0")
This will send you packets at the frequency that wlp3s0
is set.